National Training 15-2051.01 - Business Intelligence Analysts Bright Outlook

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Program	School	Recent Graduates
Information Technology	DeVry University-Illinois external site Lisle, Illinois	2098 graduated with Less than one year certificate 564 graduated with One but less than two years certificate 1082 graduated with Associate’s degree 177 graduated with Bachelor’s degree
Information Technology	Western Governors University external site Salt Lake City, Utah	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 1341 graduated with Bachelor’s degree 894 graduated with Master’s degree
Management Science	University of Southern California external site Los Angeles, California	1244 graduated with Bachelor’s degree 667 graduated with Master’s degree 5 graduated with Post-master’s certificate 9 graduated with Doctor’s degree – research/scholarship
Management Science	Northwestern University external site Evanston, Illinois	1645 graduated with Master’s degree 99 graduated with Master’s degree (second major) 17 graduated with Post-master’s certificate
Computer Science	University of Illinois Urbana-Champaign external site Champaign, Illinois	458 graduated with Bachelor’s degree 19 graduated with Postbaccalaureate certificate 1131 graduated with Master’s degree 76 graduated with Doctor’s degree – research/scholarship
Computer Science	Arizona State University Campus Immersion external site Tempe, Arizona	846 graduated with Bachelor’s degree 772 graduated with Master’s degree 34 graduated with Doctor’s degree – research/scholarship
Management Science	New York University external site New York, New York	678 graduated with Bachelor’s degree 958 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Central Missouri external site Warrensburg, Missouri	73 graduated with Bachelor’s degree 1535 graduated with Master’s degree
Computer Science	University of Southern California external site Los Angeles, California	378 graduated with Bachelor’s degree 1126 graduated with Master’s degree 47 graduated with Doctor’s degree – research/scholarship
Management Science	Arizona State University Campus Immersion external site Tempe, Arizona	198 graduated with Less than one year certificate 521 graduated with Bachelor’s degree 823 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	Southern New Hampshire University external site Manchester, New Hampshire	310 graduated with Associate’s degree 1220 graduated with Bachelor’s degree
Computer Science	Western Governors University external site Salt Lake City, Utah	24 graduated with Associate’s degree 1406 graduated with Bachelor’s degree 9 graduated with Master’s degree
Information Technology	Wake Technical Community College external site Raleigh, North Carolina	1123 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 305 graduated with Associate’s degree
Computer Science	University of Maryland-College Park external site College Park, Maryland	1178 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 93 graduated with Master’s degree 59 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Phoenix-Arizona external site Phoenix, Arizona	0 graduated with Less than one year certificate 510 graduated with Associate’s degree 785 graduated with Bachelor’s degree 24 graduated with Postbaccalaureate certificate
Computer Science	Oregon State University external site Corvallis, Oregon	1155 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 132 graduated with Master’s degree 1 graduated with Master’s degree (second major) 9 graduated with Doctor’s degree – research/scholarship
Management Science	University of Chicago external site Chicago, Illinois	1295 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Science	University of North Carolina at Charlotte external site Charlotte, North Carolina	838 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 7 graduated with Postbaccalaureate certificate 368 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Business Analytics	Trine University-Regional/Non-Traditional Campuses external site Angola, Indiana	1161 graduated with Master’s degree
Business Analytics	The University of Texas at Dallas external site Richardson, Texas	54 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 289 graduated with Postbaccalaureate certificate 811 graduated with Master’s degree
Computer Science	University of California-Berkeley external site Berkeley, California	915 graduated with Bachelor’s degree 114 graduated with Bachelor’s degree (second major) 16 graduated with Master’s degree 64 graduated with Doctor’s degree – research/scholarship
Computer Science	Stanford University external site Stanford, California	446 graduated with Bachelor’s degree 506 graduated with Master’s degree 66 graduated with Doctor’s degree – research/scholarship
Information Technology	Colorado State University Global external site Denver, Colorado	212 graduated with Less than one year certificate 590 graduated with Bachelor’s degree 29 graduated with Postbaccalaureate certificate 171 graduated with Master’s degree
Information Technology	University of the Cumberlands external site Williamsburg, Kentucky	857 graduated with Master’s degree 128 graduated with Doctor’s degree – research/scholarship
Computer Science	Cornell University external site Ithaca, New York	516 graduated with Bachelor’s degree 60 graduated with Bachelor’s degree (second major) 350 graduated with Master’s degree 44 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of California-Los Angeles external site Los Angeles, California	772 graduated with Bachelor’s degree 40 graduated with Bachelor’s degree (second major) 141 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Chicago external site Chicago, Illinois	653 graduated with Bachelor’s degree 175 graduated with Bachelor’s degree (second major) 78 graduated with Master’s degree 49 graduated with Doctor’s degree – research/scholarship
Computer Science	Purdue University-Main Campus external site West Lafayette, Indiana	1 graduated with Less than one year certificate 730 graduated with Bachelor’s degree 61 graduated with Bachelor’s degree (second major) 114 graduated with Master’s degree 38 graduated with Doctor’s degree – research/scholarship
Management Science	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	920 graduated with Master’s degree
Computer Science	Columbia University in the City of New York external site New York, New York	377 graduated with Bachelor’s degree 39 graduated with Bachelor’s degree (second major) 427 graduated with Master’s degree 32 graduated with Post-master’s certificate 41 graduated with Doctor’s degree – research/scholarship
Data Science, General	Eastern University external site Saint Davids, Pennsylvania	3 graduated with Bachelor’s degree 21 graduated with Postbaccalaureate certificate 890 graduated with Master’s degree 0 graduated with Post-master’s certificate 0 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Massachusetts-Amherst external site Amherst, Massachusetts	463 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 402 graduated with Master’s degree 36 graduated with Doctor’s degree – research/scholarship
Computer Science	North Carolina State University at Raleigh external site Raleigh, North Carolina	386 graduated with Bachelor’s degree 6 graduated with Postbaccalaureate certificate 449 graduated with Master’s degree 38 graduated with Doctor’s degree – research/scholarship
Management Science	Emory University external site Atlanta, Georgia	0 graduated with Less than one year certificate 529 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 331 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Management Science	Northeastern University Professional Programs external site Boston, Massachusetts	5 graduated with Bachelor’s degree 865 graduated with Master’s degree
Data Science, General	University of Wisconsin-Madison external site Madison, Wisconsin	297 graduated with Less than one year certificate 331 graduated with Bachelor’s degree 217 graduated with Bachelor’s degree (second major) 17 graduated with Master’s degree
Computer Science	University of California-Irvine external site Irvine, California	665 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 138 graduated with Master’s degree 41 graduated with Doctor’s degree – research/scholarship
Financial Analytics	University of Pennsylvania external site Philadelphia, Pennsylvania	354 graduated with Bachelor’s degree 48 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 348 graduated with Master’s degree 98 graduated with Master’s degree (second major) 5 graduated with Doctor’s degree – research/scholarship 0 graduated with Doctor’s degree – professional practice 1 graduated with Doctor’s degree – professional practice (second major)
Information Technology	University of Cincinnati-Main Campus external site Cincinnati, Ohio	9 graduated with One but less than two years certificate 74 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 58 graduated with Postbaccalaureate certificate 690 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-San Diego external site La Jolla, California	429 graduated with Bachelor’s degree 337 graduated with Master’s degree 68 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of California-Berkeley external site Berkeley, California	741 graduated with Bachelor’s degree 57 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 30 graduated with Doctor’s degree – research/scholarship
Computer Science	Campbellsville University external site Campbellsville, Kentucky	6 graduated with Bachelor’s degree 804 graduated with Master’s degree
Information Technology	Carnegie Mellon University external site Pittsburgh, Pennsylvania	12 graduated with Bachelor’s degree 64 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 703 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	Illinois Institute of Technology external site Chicago, Illinois	111 graduated with Bachelor’s degree 660 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-Santa Cruz external site Santa Cruz, California	684 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 59 graduated with Master’s degree 21 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of California-Santa Barbara external site Santa Barbara, California	699 graduated with Bachelor’s degree 40 graduated with Bachelor’s degree (second major) 16 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	617 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major) 106 graduated with Master’s degree 20 graduated with Doctor’s degree – research/scholarship
Computer Science	Massachusetts Institute of Technology external site Cambridge, Massachusetts	323 graduated with Bachelor’s degree 39 graduated with Bachelor’s degree (second major) 267 graduated with Master’s degree 94 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Colorado Boulder external site Boulder, Colorado	454 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 211 graduated with Master’s degree 34 graduated with Doctor’s degree – research/scholarship
Computer Science	Boston University external site Boston, Massachusetts	440 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 232 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Information Technology	Broward College external site Fort Lauderdale, Florida	499 graduated with Less than one year certificate 59 graduated with Associate’s degree 140 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Western Governors University external site Salt Lake City, Utah	99 graduated with Bachelor’s degree 593 graduated with Master’s degree
Information Technology	Northern Arizona University external site Flagstaff, Arizona	19 graduated with Bachelor’s degree 668 graduated with Master’s degree
Computer Science	California State University-Fullerton external site Fullerton, California	519 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 157 graduated with Master’s degree
Computer Science	Georgia State University external site Atlanta, Georgia	26 graduated with Less than one year certificate 527 graduated with Bachelor’s degree 99 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Management Science	Massachusetts Institute of Technology external site Cambridge, Massachusetts	11 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 648 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computer Science	Texas A&M University-College Station external site College Station, Texas	440 graduated with Bachelor’s degree 213 graduated with Master’s degree 19 graduated with Doctor’s degree – research/scholarship
Business Statistics	Johns Hopkins University external site Baltimore, Maryland	663 graduated with Master’s degree
Econometrics and Quantitative Economics	New York University external site New York, New York	496 graduated with Bachelor’s degree 43 graduated with Bachelor’s degree (second major) 102 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Management Science	University of California-Los Angeles external site Los Angeles, California	654 graduated with Master’s degree
Computer Science	University of Washington-Seattle Campus external site Seattle, Washington	561 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major) 70 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	Stony Brook University external site Stony Brook, New York	347 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 252 graduated with Master’s degree 37 graduated with Doctor’s degree – research/scholarship
Data Modeling/Warehousing and Database Administration	Northeastern University Professional Programs external site Boston, Massachusetts	11 graduated with Bachelor’s degree 608 graduated with Master’s degree
Management Science	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	610 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Business Analytics	University of Massachusetts-Amherst external site Amherst, Massachusetts	209 graduated with Less than one year certificate 17 graduated with Postbaccalaureate certificate 375 graduated with Master’s degree
Computer Science	University of California-Los Angeles external site Los Angeles, California	379 graduated with Bachelor’s degree 172 graduated with Master’s degree 0 graduated with Post-master’s certificate 45 graduated with Doctor’s degree – research/scholarship
Computer Science	California State University-Long Beach external site Long Beach, California	357 graduated with Bachelor’s degree 237 graduated with Master’s degree
Computer Science	Stevens Institute of Technology external site Hoboken, New Jersey	206 graduated with Bachelor’s degree 23 graduated with Postbaccalaureate certificate 357 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Colorado Technical University-Colorado Springs external site Colorado Springs, Colorado	406 graduated with Bachelor’s degree 145 graduated with Master’s degree 37 graduated with Doctor’s degree – professional practice
Computer Science	University of Illinois Chicago external site Chicago, Illinois	402 graduated with Bachelor’s degree 152 graduated with Master’s degree 32 graduated with Doctor’s degree – research/scholarship
Information Technology	Cornell University external site Ithaca, New York	251 graduated with Bachelor’s degree 56 graduated with Bachelor’s degree (second major) 260 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Information Technology	George Mason University external site Fairfax, Virginia	467 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 75 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Management Science	Southern Methodist University external site Dallas, Texas	22 graduated with Bachelor’s degree 4 graduated with Postbaccalaureate certificate 519 graduated with Master’s degree
Management Science	University of California-Berkeley external site Berkeley, California	542 graduated with Master’s degree
Computer Science	Kennesaw State University external site Kennesaw, Georgia	304 graduated with Bachelor’s degree 9 graduated with Postbaccalaureate certificate 227 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Technology	DeVry University-California external site Ontario, California	292 graduated with Less than one year certificate 46 graduated with One but less than two years certificate 162 graduated with Associate’s degree 39 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Columbia University in the City of New York external site New York, New York	307 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 174 graduated with Master’s degree 16 graduated with Post-master’s certificate 27 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Virginia-Main Campus external site Charlottesville, Virginia	343 graduated with Bachelor’s degree 150 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree 20 graduated with Doctor’s degree – research/scholarship
Management Science	Stanford University external site Stanford, California	512 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Computer Science	Pace University external site New York, New York	77 graduated with Bachelor’s degree 447 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Management Science	Arizona State University Digital Immersion external site Scottsdale, Arizona	46 graduated with Less than one year certificate 93 graduated with Bachelor’s degree 379 graduated with Master’s degree
Business Statistics	Southern New Hampshire University external site Manchester, New Hampshire	75 graduated with Associate’s degree 260 graduated with Bachelor’s degree 180 graduated with Master’s degree
Mathematics and Statistics	University of North Texas external site Denton, Texas	24 graduated with Postbaccalaureate certificate 488 graduated with Master’s degree
Computer Science	University of Chicago external site Chicago, Illinois	174 graduated with Bachelor’s degree 56 graduated with Bachelor’s degree (second major) 243 graduated with Master’s degree 37 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Northwestern University external site Evanston, Illinois	277 graduated with Bachelor’s degree 109 graduated with Bachelor’s degree (second major) 92 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship
Management Science	University of Maryland-College Park external site College Park, Maryland	61 graduated with Bachelor’s degree 52 graduated with Bachelor’s degree (second major) 391 graduated with Master’s degree
Econometrics and Quantitative Economics	University of California-Davis external site Davis, California	404 graduated with Bachelor’s degree 41 graduated with Bachelor’s degree (second major) 25 graduated with Master’s degree 33 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Georgia external site Athens, Georgia	385 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 95 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Computer Science	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	358 graduated with Bachelor’s degree 72 graduated with Bachelor’s degree (second major) 38 graduated with Master’s degree 24 graduated with Doctor’s degree – research/scholarship
Information Technology	Grand Canyon University external site Phoenix, Arizona	267 graduated with Bachelor’s degree 225 graduated with Master’s degree
Information Technology	Northern Virginia Community College external site Annandale, Virginia	482 graduated with Associate’s degree
Computer Science	Brown University external site Providence, Rhode Island	243 graduated with Bachelor’s degree 43 graduated with Bachelor’s degree (second major) 173 graduated with Master’s degree 20 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-Riverside external site Riverside, California	264 graduated with Bachelor’s degree 174 graduated with Master’s degree 39 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	University of California-San Diego external site La Jolla, California	454 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major)
Computer Science	University of Missouri-Kansas City external site Kansas City, Missouri	121 graduated with Bachelor’s degree 346 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of California-Santa Barbara external site Santa Barbara, California	408 graduated with Bachelor’s degree 39 graduated with Bachelor’s degree (second major) 18 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Information Technology	Central Michigan University external site Mount Pleasant, Michigan	20 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 449 graduated with Master’s degree
Computer Science	Duke University external site Durham, North Carolina	238 graduated with Bachelor’s degree 155 graduated with Bachelor’s degree (second major) 63 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Information Technology	Fayetteville Technical Community College external site Fayetteville, North Carolina	365 graduated with Less than one year certificate 103 graduated with Associate’s degree
Computer Science	University of California-Davis external site Davis, California	334 graduated with Bachelor’s degree 31 graduated with Bachelor’s degree (second major) 84 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Information Technology	Purdue University-Main Campus external site West Lafayette, Indiana	240 graduated with Less than one year certificate 158 graduated with Bachelor’s degree 29 graduated with Bachelor’s degree (second major) 38 graduated with Master’s degree
Econometrics and Quantitative Economics	Harvard University external site Cambridge, Massachusetts	278 graduated with Bachelor’s degree 48 graduated with Bachelor’s degree (second major) 90 graduated with Master’s degree 48 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Southern California external site Los Angeles, California	255 graduated with Bachelor’s degree 22 graduated with Bachelor’s degree (second major) 178 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Maryland Global Campus external site Adelphi, Maryland	458 graduated with Bachelor’s degree
Computer Science	University of Bridgeport external site Bridgeport, Connecticut	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 446 graduated with Master’s degree 2 graduated with Master’s degree (second major)
Management Science	Brigham Young University external site Provo, Utah	270 graduated with Bachelor’s degree 185 graduated with Master’s degree
Information Technology	University of North Texas external site Denton, Texas	154 graduated with Bachelor’s degree 299 graduated with Master’s degree
Computer Science	Full Sail University external site Winter Park, Florida	292 graduated with Associate’s degree 145 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Boston College external site Chestnut Hill, Massachusetts	338 graduated with Bachelor’s degree 28 graduated with Bachelor’s degree (second major) 62 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Business Statistics	University of New Haven external site West Haven, Connecticut	5 graduated with Bachelor’s degree 427 graduated with Master’s degree
Information Technology	The University of Texas at Dallas external site Richardson, Texas	421 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Carnegie Mellon University external site Pittsburgh, Pennsylvania	280 graduated with Bachelor’s degree 35 graduated with Bachelor’s degree (second major) 83 graduated with Master’s degree 26 graduated with Doctor’s degree – research/scholarship
Management Science	Johns Hopkins University external site Baltimore, Maryland	423 graduated with Master’s degree
Mathematics, General	University of Wisconsin-Madison external site Madison, Wisconsin	104 graduated with Less than one year certificate 153 graduated with Bachelor’s degree 92 graduated with Bachelor’s degree (second major) 49 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Missouri-Columbia external site Columbia, Missouri	307 graduated with Less than one year certificate 112 graduated with Bachelor’s degree
Computer Science	Indiana University-Bloomington external site Bloomington, Indiana	191 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 216 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Information Technology	Kennesaw State University external site Kennesaw, Georgia	167 graduated with Bachelor’s degree 35 graduated with Postbaccalaureate certificate 214 graduated with Master’s degree
Computer Science	University of Maryland-Baltimore County external site Baltimore, Maryland	321 graduated with Bachelor’s degree 80 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Utah external site Salt Lake City, Utah	307 graduated with Bachelor’s degree 83 graduated with Master’s degree 24 graduated with Doctor’s degree – research/scholarship
Computer Science	California State University-Sacramento external site Sacramento, California	351 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 61 graduated with Master’s degree
Econometrics and Quantitative Economics	Johns Hopkins University external site Baltimore, Maryland	64 graduated with Bachelor’s degree 35 graduated with Bachelor’s degree (second major) 299 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	California State Polytechnic University-Pomona external site Pomona, California	353 graduated with Bachelor’s degree 52 graduated with Master’s degree
Information Technology	Strayer University-Global Region external site Washington, District of Columbia	259 graduated with Less than one year certificate 144 graduated with Bachelor’s degree
Computer Science	Worcester Polytechnic Institute external site Worcester, Massachusetts	269 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 122 graduated with Master’s degree 0 graduated with Post-master’s certificate 9 graduated with Doctor’s degree – research/scholarship
Data Modeling/Warehousing and Database Administration	George Mason University external site Fairfax, Virginia	402 graduated with Master’s degree
Management Science	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	100 graduated with Bachelor’s degree 244 graduated with Master’s degree 50 graduated with Post-master’s certificate
Business Analytics	University of North Texas external site Denton, Texas	64 graduated with Bachelor’s degree 329 graduated with Master’s degree
Computational Science	University of Colorado Boulder external site Boulder, Colorado	392 graduated with Master’s degree
Information Technology	Brigham Young University-Idaho external site Rexburg, Idaho	48 graduated with Less than one year certificate 151 graduated with Associate’s degree 190 graduated with Bachelor’s degree
Statistics, General	Columbia University in the City of New York external site New York, New York	26 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 333 graduated with Master’s degree 7 graduated with Post-master’s certificate 13 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Central Florida external site Orlando, Florida	384 graduated with Bachelor’s degree
Applied Mathematics, General	Stony Brook University external site Stony Brook, New York	219 graduated with Bachelor’s degree 107 graduated with Bachelor’s degree (second major) 41 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of California-Riverside external site Riverside, California	369 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computer Science	Binghamton University external site Vestal, New York	135 graduated with Bachelor’s degree 235 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Data Modeling/Warehousing and Database Administration	Northeastern University external site Boston, Massachusetts	189 graduated with Bachelor’s degree 191 graduated with Master’s degree
Computer Science	Colorado School of Mines external site Golden, Colorado	284 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 85 graduated with Master’s degree 1 graduated with Master’s degree (second major) 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Tufts University external site Medford, Massachusetts	222 graduated with Bachelor’s degree 26 graduated with Bachelor’s degree (second major) 37 graduated with Postbaccalaureate certificate 83 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Maryland-College Park external site College Park, Maryland	254 graduated with Bachelor’s degree 21 graduated with Bachelor’s degree (second major) 79 graduated with Master’s degree 25 graduated with Doctor’s degree – research/scholarship
Information Technology	Purdue University Global external site West Lafayette, Indiana	379 graduated with Bachelor’s degree
Information Technology	Central Piedmont Community College external site Charlotte, North Carolina	266 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 111 graduated with Associate’s degree
Information Technology	Miami Dade College external site Miami, Florida	270 graduated with Less than one year certificate 48 graduated with Associate’s degree 58 graduated with Bachelor’s degree
Computer Science	California State University-Northridge external site Northridge, California	313 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 59 graduated with Master’s degree
Computer Science	Northern Virginia Community College external site Annandale, Virginia	373 graduated with Associate’s degree
Data Science, General	University of North Texas external site Denton, Texas	0 graduated with Less than one year certificate 56 graduated with Bachelor’s degree 5 graduated with Postbaccalaureate certificate 311 graduated with Master’s degree
Computer Science	San Diego State University external site San Diego, California	339 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 29 graduated with Master’s degree
Mathematics, General	The University of Texas at Austin external site Austin, Texas	1 graduated with Less than one year certificate 351 graduated with Bachelor’s degree 7 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	Rochester Institute of Technology external site Rochester, New York	231 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 132 graduated with Master’s degree
Business Statistics	Sacred Heart University external site Fairfield, Connecticut	0 graduated with Postbaccalaureate certificate 365 graduated with Master’s degree
Information Technology	Auburn University at Montgomery external site Montgomery, Alabama	28 graduated with Bachelor’s degree 337 graduated with Master’s degree
Management Science	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	365 graduated with Master’s degree
Computer Science	Texas State University external site San Marcos, Texas	279 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 73 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Utah State University external site Logan, Utah	340 graduated with Bachelor’s degree 22 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	Harvard University external site Cambridge, Massachusetts	224 graduated with Bachelor’s degree 40 graduated with Bachelor’s degree (second major) 71 graduated with Master’s degree 23 graduated with Doctor’s degree – research/scholarship
Computer Science	CUNY Hunter College external site New York, New York	340 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Management Science	Rutgers University-New Brunswick external site New Brunswick, New Jersey	249 graduated with Bachelor’s degree 107 graduated with Master’s degree
Computer Science	Vanderbilt University external site Nashville, Tennessee	170 graduated with Bachelor’s degree 74 graduated with Bachelor’s degree (second major) 91 graduated with Master’s degree 20 graduated with Doctor’s degree – research/scholarship
Computer Science	University at Buffalo external site Buffalo, New York	0 graduated with One but less than two years certificate 344 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Information Technology	Illinois Institute of Technology external site Chicago, Illinois	37 graduated with Bachelor’s degree 317 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Management Science	Arkansas State University external site Jonesboro, Arkansas	1 graduated with Associate’s degree 10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 342 graduated with Master’s degree
Computer Science	Rivier University external site Nashua, New Hampshire	352 graduated with Master’s degree
Data Science, General	New York University external site New York, New York	145 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major) 170 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Illinois Urbana-Champaign external site Champaign, Illinois	189 graduated with Bachelor’s degree 55 graduated with Bachelor’s degree (second major) 86 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Science	San Francisco State University external site San Francisco, California	317 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 25 graduated with Master’s degree
Statistics, General	University of California-Davis external site Davis, California	233 graduated with Bachelor’s degree 75 graduated with Bachelor’s degree (second major) 30 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Data Science, General	The University of Texas at Austin external site Austin, Texas	338 graduated with Master’s degree
Econometrics and Quantitative Economics	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	299 graduated with Bachelor’s degree 15 graduated with Master’s degree 24 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Yale University external site New Haven, Connecticut	199 graduated with Bachelor’s degree 58 graduated with Bachelor’s degree (second major) 66 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Information Technology	Rowan-Cabarrus Community College external site Salisbury, North Carolina	256 graduated with Less than one year certificate 22 graduated with One but less than two years certificate 59 graduated with Associate’s degree
Computer Science	Northwestern University external site Evanston, Illinois	137 graduated with Bachelor’s degree 187 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Brown University external site Providence, Rhode Island	222 graduated with Bachelor’s degree 87 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Information Technology	Towson University external site Towson, Maryland	264 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 7 graduated with Postbaccalaureate certificate 49 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Information Technology	Forsyth Technical Community College external site Winston-Salem, North Carolina	236 graduated with Less than one year certificate 91 graduated with Associate’s degree
Computer Science	Arizona State University Digital Immersion external site Scottsdale, Arizona	19 graduated with Bachelor’s degree 306 graduated with Master’s degree
Computer Science	Drexel University external site Philadelphia, Pennsylvania	162 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 70 graduated with Postbaccalaureate certificate 84 graduated with Master’s degree 2 graduated with Master’s degree (second major) 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Maharishi International University external site Fairfield, Iowa	0 graduated with Bachelor’s degree 325 graduated with Master’s degree
Computer Science	San Jose State University external site San Jose, California	200 graduated with Bachelor’s degree 123 graduated with Master’s degree
Computer Science	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	282 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 39 graduated with Master’s degree
Computer Science	Auburn University at Montgomery external site Montgomery, Alabama	34 graduated with Bachelor’s degree 285 graduated with Master’s degree
Computer Science	Rensselaer Polytechnic Institute external site Troy, New York	267 graduated with Bachelor’s degree 38 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Management Science	North Carolina State University at Raleigh external site Raleigh, North Carolina	316 graduated with Master’s degree
Computer Science	Lewis University external site Romeoville, Illinois	92 graduated with Bachelor’s degree 223 graduated with Master’s degree
Computer Science	University of Dayton external site Dayton, Ohio	31 graduated with Bachelor’s degree 283 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Information Technology	American InterContinental University System external site Chandler, Arizona	157 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 155 graduated with Master’s degree
Computer Science	California State University-East Bay external site Hayward, California	221 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 89 graduated with Master’s degree
Management Science	Cornell University external site Ithaca, New York	307 graduated with Master’s degree
Computational Science	Indiana University-Bloomington external site Bloomington, Indiana	26 graduated with Bachelor’s degree 15 graduated with Postbaccalaureate certificate 265 graduated with Master’s degree
Information Technology	Colorado Technical University-Colorado Springs external site Colorado Springs, Colorado	13 graduated with Associate’s degree 225 graduated with Bachelor’s degree 68 graduated with Master’s degree
Management Science	The University of Texas at Dallas external site Richardson, Texas	57 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 66 graduated with Postbaccalaureate certificate 163 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Computer Science	Kent State University at Kent external site Kent, Ohio	98 graduated with Bachelor’s degree 201 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	Washington University of Science and Technology external site Alexandria, Virginia	18 graduated with Bachelor’s degree 286 graduated with Master’s degree
Computer Science	University of California-Santa Barbara external site Santa Barbara, California	222 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 48 graduated with Master’s degree 25 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	256 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 34 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Information Technology	Valencia College external site Orlando, Florida	106 graduated with Less than one year certificate 68 graduated with Associate’s degree 128 graduated with Bachelor’s degree
Business Analytics	The University of Texas at Austin external site Austin, Texas	51 graduated with Bachelor’s degree 246 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Data Science, General	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	153 graduated with Bachelor’s degree 48 graduated with Bachelor’s degree (second major) 72 graduated with Master’s degree 28 graduated with Post-master’s certificate
Financial Mathematics	Fordham University external site Bronx, New York	277 graduated with Bachelor’s degree 22 graduated with Master’s degree
Management Science	Carnegie Mellon University external site Pittsburgh, Pennsylvania	297 graduated with Master’s degree
Computer Science	Northwest Missouri State University external site Maryville, Missouri	296 graduated with Master’s degree
Management Science	University of California-Davis external site Davis, California	296 graduated with Master’s degree
Computer Science	Utah Valley University external site Orem, Utah	140 graduated with Associate’s degree 144 graduated with Bachelor’s degree 11 graduated with Master’s degree
Econometrics and Quantitative Economics	Ohio State University-Main Campus external site Columbus, Ohio	233 graduated with Bachelor’s degree 21 graduated with Bachelor’s degree (second major) 25 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Washington-Bothell Campus external site Bothell, Washington	221 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 70 graduated with Master’s degree
Business Statistics	Washington University in St Louis external site St. Louis, Missouri	1 graduated with Postbaccalaureate certificate 290 graduated with Master’s degree
Econometrics and Quantitative Economics	Northeastern University external site Boston, Massachusetts	244 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 37 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Washington-Seattle Campus external site Seattle, Washington	236 graduated with Bachelor’s degree 24 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Pennsylvania external site Philadelphia, Pennsylvania	89 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 196 graduated with Master’s degree
Computer Science	Washington University in St Louis external site St. Louis, Missouri	160 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major) 94 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Duke University external site Durham, North Carolina	190 graduated with Bachelor’s degree 23 graduated with Bachelor’s degree (second major) 60 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of California-Berkeley external site Berkeley, California	260 graduated with Bachelor’s degree 22 graduated with Bachelor’s degree (second major) 2 graduated with Doctor’s degree – research/scholarship
Business Analytics	East Texas A&M University external site Commerce, Texas	13 graduated with Bachelor’s degree 270 graduated with Master’s degree
Business Analytics	University of Southern California external site Los Angeles, California	281 graduated with Master’s degree
Computer Science	Weber State University external site Ogden, Utah	145 graduated with Associate’s degree 123 graduated with Bachelor’s degree 12 graduated with Master’s degree
Information Technology	Florida State University external site Tallahassee, Florida	180 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 96 graduated with Master’s degree
Management Science	University of North Carolina Wilmington external site Wilmington, North Carolina	277 graduated with Master’s degree
Mathematics, General	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	201 graduated with Bachelor’s degree 42 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Computer Science	George Washington University external site Washington, District of Columbia	60 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 204 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Science	University at Albany external site Albany, New York	113 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 144 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of California-San Diego external site La Jolla, California	205 graduated with Bachelor’s degree 38 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 20 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	Washington University in St Louis external site St. Louis, Missouri	269 graduated with Master’s degree
Econometrics and Quantitative Economics	Vanderbilt University external site Nashville, Tennessee	203 graduated with Bachelor’s degree 36 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Science	Princeton University external site Princeton, New Jersey	194 graduated with Bachelor’s degree 46 graduated with Master’s degree 27 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Massachusetts-Lowell external site Lowell, Massachusetts	152 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 105 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Illinois Springfield external site Springfield, Illinois	96 graduated with Bachelor’s degree 169 graduated with Master’s degree
Information Technology	University of North Carolina at Charlotte external site Charlotte, North Carolina	88 graduated with Bachelor’s degree 29 graduated with Bachelor’s degree (second major) 11 graduated with Postbaccalaureate certificate 137 graduated with Master’s degree
Mathematics, General	University of Maryland-College Park external site College Park, Maryland	171 graduated with Bachelor’s degree 67 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Business Analytics	DePaul University external site Chicago, Illinois	8 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major) 243 graduated with Master’s degree
Econometrics and Quantitative Economics	Cornell University external site Ithaca, New York	143 graduated with Bachelor’s degree 26 graduated with Bachelor’s degree (second major) 73 graduated with Master’s degree 19 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Massachusetts-Amherst external site Amherst, Massachusetts	186 graduated with Bachelor’s degree 61 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Computer Science	Case Western Reserve University external site Cleveland, Ohio	183 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 59 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Chicago external site Chicago, Illinois	168 graduated with Bachelor’s degree 63 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Science	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	216 graduated with Bachelor’s degree 39 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Management Science	University of South Carolina-Columbia external site Columbia, South Carolina	185 graduated with Bachelor’s degree 72 graduated with Bachelor’s degree (second major)
Business Analytics	Ohio University-Main Campus external site Athens, Ohio	43 graduated with Bachelor’s degree 138 graduated with Bachelor’s degree (second major) 20 graduated with Postbaccalaureate certificate 55 graduated with Master’s degree
Information Technology	Concordia University-Wisconsin external site Mequon, Wisconsin	0 graduated with Bachelor’s degree 254 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Information Technology	New Jersey Institute of Technology external site Newark, New Jersey	232 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 23 graduated with Master’s degree
Information Technology	University of California-San Diego external site La Jolla, California	250 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Washington State University external site Pullman, Washington	6 graduated with Less than one year certificate 209 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 36 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Technology	Davidson-Davie Community College external site Thomasville, North Carolina	208 graduated with Less than one year certificate 9 graduated with One but less than two years certificate 37 graduated with Associate’s degree
Mathematics, General	Southern New Hampshire University external site Manchester, New Hampshire	253 graduated with Bachelor’s degree
Statistics, General	University of California-Los Angeles external site Los Angeles, California	181 graduated with Bachelor’s degree 47 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree 0 graduated with Post-master’s certificate 12 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	150 graduated with Bachelor’s degree 102 graduated with Bachelor’s degree (second major)
Business Analytics	University of Connecticut external site Storrs, Connecticut	44 graduated with Postbaccalaureate certificate 208 graduated with Master’s degree
Data Science, General	San Jose State University external site San Jose, California	27 graduated with Bachelor’s degree 225 graduated with Master’s degree
Econometrics and Quantitative Economics	University at Albany external site Albany, New York	215 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 2 graduated with Post-master’s certificate 3 graduated with Doctor’s degree – research/scholarship
Mathematical Statistics and Probability	Purdue University-Main Campus external site West Lafayette, Indiana	239 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Data Analytics, General	University of Chicago external site Chicago, Illinois	250 graduated with Master’s degree
Econometrics and Quantitative Economics	Georgetown University external site Washington, District of Columbia	185 graduated with Bachelor’s degree 34 graduated with Bachelor’s degree (second major) 21 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Business Analytics	Kent State University at Kent external site Kent, Ohio	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 14 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 232 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Science	California State University-San Bernardino external site San Bernardino, California	141 graduated with Bachelor’s degree 108 graduated with Master’s degree
Information Technology	Indian River State College external site Fort Pierce, Florida	111 graduated with Less than one year certificate 62 graduated with Associate’s degree 76 graduated with Bachelor’s degree
Management Science	Binghamton University external site Vestal, New York	249 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Notre Dame external site Notre Dame, Indiana	130 graduated with Bachelor’s degree 103 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Arizona external site Tucson, Arizona	218 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Florida State University external site Tallahassee, Florida	211 graduated with Bachelor’s degree 23 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Science	The University of Texas at Arlington external site Arlington, Texas	40 graduated with Less than one year certificate 205 graduated with Bachelor’s degree
Information Technology	Utah Valley University external site Orem, Utah	105 graduated with Less than one year certificate 81 graduated with One but less than two years certificate 59 graduated with Bachelor’s degree
Applied Mathematics, General	Brown University external site Providence, Rhode Island	182 graduated with Bachelor’s degree 31 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Tufts University external site Medford, Massachusetts	163 graduated with Bachelor’s degree 47 graduated with Bachelor’s degree (second major) 30 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Portland State University external site Portland, Oregon	134 graduated with Bachelor’s degree 104 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Carnegie Mellon University external site Pittsburgh, Pennsylvania	38 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major) 151 graduated with Master’s degree 38 graduated with Doctor’s degree – research/scholarship
Computer Science	Seattle University external site Seattle, Washington	88 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 43 graduated with Postbaccalaureate certificate 106 graduated with Master’s degree 0 graduated with Post-master’s certificate
Modeling, Virtual Environments and Simulation	Rochester Institute of Technology external site Rochester, New York	206 graduated with Bachelor’s degree 32 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Pennsylvania external site Philadelphia, Pennsylvania	155 graduated with Bachelor’s degree 30 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 9 graduated with Master’s degree (second major) 24 graduated with Doctor’s degree – research/scholarship
Information Technology	Belhaven University external site Jackson, Mississippi	237 graduated with Master’s degree
Information Technology	Orange Coast College external site Costa Mesa, California	118 graduated with Less than one year certificate 117 graduated with Associate’s degree
Information Technology	University of Washington-Seattle Campus external site Seattle, Washington	108 graduated with Bachelor’s degree 127 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Technology	Wayne Community College external site Goldsboro, North Carolina	207 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 24 graduated with Associate’s degree
Computer Science	Northern Arizona University external site Flagstaff, Arizona	69 graduated with Bachelor’s degree 165 graduated with Master’s degree
Management Science	Lewis University external site Romeoville, Illinois	15 graduated with Bachelor’s degree 219 graduated with Master’s degree
Information Technology	Columbia Southern University external site Orange Beach, Alabama	3 graduated with Less than one year certificate 112 graduated with Associate’s degree 87 graduated with Bachelor’s degree 29 graduated with Master’s degree
Applied Mathematics, General	New York University external site New York, New York	55 graduated with Bachelor’s degree 175 graduated with Master’s degree
Management Science	University of Washington-Seattle Campus external site Seattle, Washington	14 graduated with Bachelor’s degree 69 graduated with Bachelor’s degree (second major) 134 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	209 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Financial Analytics	Boston University external site Boston, Massachusetts	226 graduated with Master’s degree
Information Technology	Allan Hancock College external site Santa Maria, California	1 graduated with Less than 12 weeks certificate 221 graduated with Less than one year certificate 3 graduated with Associate’s degree
Computer Science	The University of Tennessee-Knoxville external site Knoxville, Tennessee	127 graduated with Bachelor’s degree 88 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Nevada-Las Vegas external site Las Vegas, Nevada	206 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Utah external site Salt Lake City, Utah	207 graduated with Bachelor’s degree 11 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Wisconsin-Madison external site Madison, Wisconsin	202 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Computer Science	University of South Florida external site Tampa, Florida	223 graduated with Master’s degree
Information Technology	Florida International University external site Miami, Florida	200 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 17 graduated with Master’s degree
Information Technology	Ivy Tech Community College external site Indianapolis, Indiana	133 graduated with One but less than two years certificate 90 graduated with Associate’s degree
Information Technology	Asheville-Buncombe Technical Community College external site Asheville, North Carolina	183 graduated with Less than one year certificate 39 graduated with Associate’s degree
Management Science	University of Pennsylvania external site Philadelphia, Pennsylvania	36 graduated with Bachelor’s degree 53 graduated with Bachelor’s degree (second major) 105 graduated with Master’s degree 24 graduated with Master’s degree (second major) 4 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Nevada-Reno external site Reno, Nevada	158 graduated with Bachelor’s degree 55 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Rochester external site Rochester, New York	156 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 52 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Information Technology	Liberty University external site Lynchburg, Virginia	200 graduated with Bachelor’s degree 21 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	173 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Business Statistics	The University of Tennessee-Knoxville external site Knoxville, Tennessee	175 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 35 graduated with Master’s degree
Computer Science	California State University-Los Angeles external site Los Angeles, California	155 graduated with Bachelor’s degree 62 graduated with Master’s degree
Computer Science	California State University-Monterey Bay external site Seaside, California	216 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Cleveland State University external site Cleveland, Ohio	53 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 163 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Purdue University-Main Campus external site West Lafayette, Indiana	140 graduated with Bachelor’s degree 11 graduated with Postbaccalaureate certificate 62 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Management Science	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	208 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Business Statistics	University of Maryland-College Park external site College Park, Maryland	216 graduated with Master’s degree
Management Science	University of California-Irvine external site Irvine, California	208 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Data Science, General	Saint Peter's University external site Jersey City, New Jersey	11 graduated with Bachelor’s degree 204 graduated with Master’s degree
Business Analytics	Boston University external site Boston, Massachusetts	214 graduated with Master’s degree
Computer Science	Northern Illinois University external site Dekalb, Illinois	139 graduated with Bachelor’s degree 74 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Science	Saint Louis University external site Saint Louis, Missouri	47 graduated with Bachelor’s degree 166 graduated with Master’s degree
Computer Science	University of Oklahoma-Norman Campus external site Norman, Oklahoma	138 graduated with Bachelor’s degree 70 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	Central Washington University external site Ellensburg, Washington	155 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 53 graduated with Master’s degree 3 graduated with Post-master’s certificate
Data Science, General	New Jersey Institute of Technology external site Newark, New Jersey	12 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 197 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Illinois Urbana-Champaign external site Champaign, Illinois	161 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major) 17 graduated with Master’s degree 20 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Virginia-Main Campus external site Charlottesville, Virginia	117 graduated with Bachelor’s degree 55 graduated with Bachelor’s degree (second major) 36 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Purdue University Fort Wayne external site Fort Wayne, Indiana	56 graduated with Bachelor’s degree 154 graduated with Master’s degree
Information Technology	American Public University System external site Charles Town, West Virginia	210 graduated with Bachelor’s degree
Business Analytics	Fordham University external site Bronx, New York	92 graduated with Bachelor’s degree 117 graduated with Master’s degree
Computer Science	Brigham Young University external site Provo, Utah	186 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	California State University-San Bernardino external site San Bernardino, California	159 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 45 graduated with Master’s degree 2 graduated with Master’s degree (second major)
Management Science	Grand Canyon University external site Phoenix, Arizona	84 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 120 graduated with Master’s degree
Management Science	University of Houston external site Houston, Texas	158 graduated with Bachelor’s degree 50 graduated with Master’s degree
Mathematics, General	New York University external site New York, New York	108 graduated with Bachelor’s degree 41 graduated with Bachelor’s degree (second major) 43 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Information Technology	Keiser University-Ft Lauderdale external site Fort Lauderdale, Florida	174 graduated with Associate’s degree 33 graduated with Bachelor’s degree
Management Science	The University of Tennessee-Knoxville external site Knoxville, Tennessee	194 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Business Analytics	Saint Peter's University external site Jersey City, New Jersey	206 graduated with Master’s degree
Computer Science	University of Connecticut external site Storrs, Connecticut	205 graduated with Bachelor’s degree
Information Technology	Arkansas Tech University external site Russellville, Arkansas	4 graduated with Less than one year certificate 11 graduated with One but less than two years certificate 52 graduated with Associate’s degree 13 graduated with Bachelor’s degree 64 graduated with Postbaccalaureate certificate 60 graduated with Master’s degree
Computer Science	Miami University-Oxford external site Oxford, Ohio	171 graduated with Bachelor’s degree 32 graduated with Master’s degree
Management Science	New York Institute of Technology external site Old Westbury, New York	24 graduated with Bachelor’s degree 178 graduated with Master’s degree
Computer Science	CUNY Queens College external site Queens, New York	179 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree
Computer Science	University of Memphis external site Memphis, Tennessee	85 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 104 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	103 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 94 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Technology	Strayer University-Virginia external site Arlington, Virginia	95 graduated with Less than one year certificate 106 graduated with Bachelor’s degree
Management Science	University of Utah external site Salt Lake City, Utah	108 graduated with Bachelor’s degree 18 graduated with Postbaccalaureate certificate 68 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	140 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 30 graduated with Master’s degree 19 graduated with Doctor’s degree – research/scholarship
Computer Science	Dartmouth College external site Hanover, New Hampshire	136 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major) 31 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Data Science, General	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	200 graduated with Bachelor’s degree
Data Analytics, General	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 191 graduated with Master’s degree
Data Science, General	Florida Atlantic University external site Boca Raton, Florida	38 graduated with Bachelor’s degree 161 graduated with Master’s degree
Computer Science	The University of Texas Rio Grande Valley external site Edinburg, Texas	174 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 21 graduated with Master’s degree
Mathematics, General	Massachusetts Institute of Technology external site Cambridge, Massachusetts	97 graduated with Bachelor’s degree 79 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Computer Science	Towson University external site Towson, Maryland	156 graduated with Bachelor’s degree 41 graduated with Master’s degree
Data Science, General	Columbia University in the City of New York external site New York, New York	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 189 graduated with Master’s degree
Computer Science	University of Phoenix-Arizona external site Phoenix, Arizona	196 graduated with Bachelor’s degree
Mathematics, General	Vanderbilt University external site Nashville, Tennessee	45 graduated with Bachelor’s degree 141 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Management Science	DePaul University external site Chicago, Illinois	84 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 106 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Computer Science	Clark University external site Worcester, Massachusetts	20 graduated with Bachelor’s degree 173 graduated with Master’s degree
Information Technology	University of Maryland-College Park external site College Park, Maryland	193 graduated with Master’s degree
Statistics, General	Carnegie Mellon University external site Pittsburgh, Pennsylvania	126 graduated with Bachelor’s degree 47 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	The University of Texas at Austin external site Austin, Texas	129 graduated with Bachelor’s degree 49 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	192 graduated with Master’s degree
Computer Science	Houston City College external site Houston, Texas	191 graduated with Associate’s degree
Econometrics and Quantitative Economics	Washington University in St Louis external site St. Louis, Missouri	107 graduated with Bachelor’s degree 31 graduated with Bachelor’s degree (second major) 36 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Management Science	University of Arkansas external site Fayetteville, Arkansas	72 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 28 graduated with Postbaccalaureate certificate 79 graduated with Master’s degree
Management Science	Yale University external site New Haven, Connecticut	191 graduated with Master’s degree
Mathematics, General	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	77 graduated with Bachelor’s degree 94 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	Missouri State University-Springfield external site Springfield, Missouri	40 graduated with Less than one year certificate 69 graduated with Bachelor’s degree 16 graduated with Postbaccalaureate certificate 65 graduated with Master’s degree
Financial Mathematics	University of Southern California external site Los Angeles, California	36 graduated with Bachelor’s degree 154 graduated with Master’s degree
Management Science	University of Cincinnati-Main Campus external site Cincinnati, Ohio	81 graduated with Bachelor’s degree 108 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Business Analytics	Columbia University in the City of New York external site New York, New York	189 graduated with Master’s degree
Computational Science	University at Buffalo external site Buffalo, New York	0 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 188 graduated with Master’s degree 0 graduated with Post-master’s certificate 0 graduated with Doctor’s degree – research/scholarship
Computer Science	Iowa State University external site Ames, Iowa	136 graduated with Bachelor’s degree 25 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Massachusetts-Boston external site Boston, Massachusetts	125 graduated with Bachelor’s degree 60 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	84 graduated with Bachelor’s degree 41 graduated with Bachelor’s degree (second major) 49 graduated with Master’s degree 1 graduated with Post-master’s certificate 13 graduated with Doctor’s degree – research/scholarship
Computer Science	Southern Methodist University external site Dallas, Texas	91 graduated with Bachelor’s degree 90 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Dartmouth College external site Hanover, New Hampshire	128 graduated with Bachelor’s degree 58 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Stony Brook University external site Stony Brook, New York	116 graduated with Bachelor’s degree 56 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Memphis external site Memphis, Tennessee	186 graduated with Master’s degree
Management Science	Georgetown University external site Washington, District of Columbia	14 graduated with Less than one year certificate 172 graduated with Master’s degree
Management Science	University of Florida external site Gainesville, Florida	186 graduated with Bachelor’s degree
Management Science	University of Illinois Urbana-Champaign external site Champaign, Illinois	57 graduated with Bachelor’s degree 129 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Illinois Urbana-Champaign external site Champaign, Illinois	71 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 88 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Computer Science	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	184 graduated with Master’s degree
Management Science	Hofstra University external site Hempstead, New York	181 graduated with Master’s degree 2 graduated with Master’s degree (second major)
Statistics, General	University of California-Berkeley external site Berkeley, California	78 graduated with Bachelor’s degree 50 graduated with Bachelor’s degree (second major) 45 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Alabama in Huntsville external site Huntsville, Alabama	142 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 37 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	University of Illinois Urbana-Champaign external site Champaign, Illinois	177 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Lehigh University external site Bethlehem, Pennsylvania	163 graduated with Bachelor’s degree 12 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Statistics, General	The University of Texas at Austin external site Austin, Texas	162 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 7 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Data Science, General	George Washington University external site Washington, District of Columbia	24 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 8 graduated with Postbaccalaureate certificate 136 graduated with Master’s degree
Information Technology	University of the People external site Pasadena, California	179 graduated with Master’s degree
Mathematics, General	Los Angeles Pierce College external site Woodland Hills, California	179 graduated with Associate’s degree
Business Statistics	University of South Carolina-Columbia external site Columbia, South Carolina	140 graduated with Postbaccalaureate certificate 36 graduated with Master’s degree
Computational and Applied Mathematics	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	1 graduated with Bachelor’s degree 175 graduated with Master’s degree
Computer Science	CUNY Borough of Manhattan Community College external site New York, New York	176 graduated with Associate’s degree
Mathematics and Computer Science	The University of Texas at Arlington external site Arlington, Texas	176 graduated with Master’s degree
Computer Science	California State University-San Marcos external site San Marcos, California	166 graduated with Bachelor’s degree 9 graduated with Master’s degree
Computer Science	Lamar University external site Beaumont, Texas	175 graduated with Master’s degree
Data Science, General	University of Maryland Global Campus external site Adelphi, Maryland	29 graduated with Two but less than 4 years certificate 133 graduated with Bachelor’s degree 12 graduated with Master’s degree
Computer Science	California State University-Dominguez Hills external site Carson, California	94 graduated with Bachelor’s degree 79 graduated with Master’s degree
Management Science	University of Maine external site Orono, Maine	7 graduated with Postbaccalaureate certificate 166 graduated with Master’s degree
Mathematics, General	University of Washington-Seattle Campus external site Seattle, Washington	115 graduated with Bachelor’s degree 24 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Nebraska-Lincoln external site Lincoln, Nebraska	140 graduated with Bachelor’s degree 21 graduated with Master’s degree 1 graduated with Master’s degree (second major) 10 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Massachusetts-Boston external site Boston, Massachusetts	101 graduated with Bachelor’s degree 71 graduated with Master’s degree
Business Analytics	Montclair State University external site Montclair, New Jersey	2 graduated with Bachelor’s degree 36 graduated with Postbaccalaureate certificate 132 graduated with Master’s degree
Computer Science	Tennessee Technological University external site Cookeville, Tennessee	152 graduated with Bachelor’s degree 18 graduated with Master’s degree
Econometrics and Quantitative Economics	Princeton University external site Princeton, New Jersey	122 graduated with Bachelor’s degree 23 graduated with Master’s degree 25 graduated with Doctor’s degree – research/scholarship
Information Technology	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	0 graduated with Less than one year certificate 138 graduated with Bachelor’s degree 32 graduated with Master’s degree
Management Science	University of Notre Dame external site Notre Dame, Indiana	118 graduated with Bachelor’s degree 52 graduated with Master’s degree
Business Analytics	The University of Texas at Arlington external site Arlington, Texas	5 graduated with Less than one year certificate 12 graduated with Bachelor’s degree 60 graduated with Postbaccalaureate certificate 92 graduated with Master’s degree
Econometrics and Quantitative Economics	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	125 graduated with Bachelor’s degree 29 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Information Technology	Strayer University-Georgia external site Chamblee, Georgia	107 graduated with Less than one year certificate 61 graduated with Bachelor’s degree
Statistics, General	Johns Hopkins University external site Baltimore, Maryland	0 graduated with Postbaccalaureate certificate 167 graduated with Master’s degree 1 graduated with Post-master’s certificate
Business Statistics	Northeastern University external site Boston, Massachusetts	167 graduated with Master’s degree
Computer Science	Emory University external site Atlanta, Georgia	91 graduated with Bachelor’s degree 29 graduated with Bachelor’s degree (second major) 32 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Data Science, General	DePaul University external site Chicago, Illinois	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 158 graduated with Master’s degree
Management Science	Boston University external site Boston, Massachusetts	167 graduated with Master’s degree
Applied Mathematics, General	Harvard University external site Cambridge, Massachusetts	137 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Washington-Seattle Campus external site Seattle, Washington	79 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 79 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Data Science, General	Bellevue University external site Bellevue, Nebraska	17 graduated with Bachelor’s degree 149 graduated with Master’s degree
Applied Mathematics, General	University of California-Los Angeles external site Los Angeles, California	159 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computational Science	Michigan State University external site East Lansing, Michigan	70 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 32 graduated with Postbaccalaureate certificate 39 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship 12 graduated with Doctor’s degree – research/scholarship (second major)
Financial Analytics	Brigham Young University-Idaho external site Rexburg, Idaho	165 graduated with Bachelor’s degree
Information Technology	Iowa State University external site Ames, Iowa	136 graduated with Bachelor’s degree 29 graduated with Master’s degree
Management Science	Saint Joseph's University - Philadelphia external site Philadelphia, Pennsylvania	47 graduated with Bachelor’s degree 36 graduated with Bachelor’s degree (second major) 44 graduated with Postbaccalaureate certificate 38 graduated with Master’s degree 0 graduated with Post-master’s certificate
Financial Analytics	The University of Texas at Austin external site Austin, Texas	164 graduated with Master’s degree
Financial Mathematics	Northeastern University external site Boston, Massachusetts	164 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	University of Utah external site Salt Lake City, Utah	163 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Ivy Tech Community College external site Indianapolis, Indiana	56 graduated with Less than one year certificate 57 graduated with One but less than two years certificate 49 graduated with Associate’s degree
Information Technology	University of Washington-Tacoma Campus external site Tacoma, Washington	112 graduated with Bachelor’s degree 50 graduated with Master’s degree
Mathematics, General	Arkansas Tech University external site Russellville, Arkansas	156 graduated with Less than one year certificate 6 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Boston University external site Boston, Massachusetts	131 graduated with Master’s degree 30 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Johns Hopkins University external site Baltimore, Maryland	43 graduated with Bachelor’s degree 31 graduated with Bachelor’s degree (second major) 80 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Science	Boston College external site Chestnut Hill, Massachusetts	150 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Computer Science	University of Hawaii at Manoa external site Honolulu, Hawaii	133 graduated with Bachelor’s degree 22 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Wisconsin-Madison external site Madison, Wisconsin	13 graduated with Less than one year certificate 43 graduated with Bachelor’s degree 31 graduated with Bachelor’s degree (second major) 60 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Computer Science	Governors State University external site University Park, Illinois	41 graduated with Bachelor’s degree 118 graduated with Master’s degree
Management Science	University of Wyoming external site Laramie, Wyoming	104 graduated with Bachelor’s degree 41 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree
Econometrics and Quantitative Economics	George Mason University external site Fairfax, Virginia	82 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 58 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Information Technology	New York University external site New York, New York	90 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 67 graduated with Master’s degree
Computer Science	University of the Pacific external site Stockton, California	61 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 95 graduated with Master’s degree
Data Science, General	University of Memphis external site Memphis, Tennessee	157 graduated with Master’s degree
Information Technology	University of Denver external site Denver, Colorado	0 graduated with Bachelor’s degree 44 graduated with Postbaccalaureate certificate 113 graduated with Master’s degree
Business Statistics	Stevens Institute of Technology external site Hoboken, New Jersey	6 graduated with Postbaccalaureate certificate 150 graduated with Master’s degree
Computer Science	University of Arkansas external site Fayetteville, Arkansas	133 graduated with Bachelor’s degree 23 graduated with Master’s degree
Econometrics and Quantitative Economics	Emory University external site Atlanta, Georgia	62 graduated with Bachelor’s degree 81 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Information Technology	CUNY Bernard M Baruch College external site New York, New York	156 graduated with Master’s degree
Information Technology	Georgia Gwinnett College external site Lawrenceville, Georgia	156 graduated with Bachelor’s degree
Mathematics, General	Ohio State University-Main Campus external site Columbus, Ohio	106 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 20 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Florida external site Gainesville, Florida	20 graduated with Less than 12 weeks certificate 108 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Business Analytics	Drexel University external site Philadelphia, Pennsylvania	87 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 63 graduated with Master’s degree
Econometrics and Quantitative Economics	Stanford University external site Stanford, California	112 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree 24 graduated with Doctor’s degree – research/scholarship
Information Technology	Seminole State College of Florida external site Sanford, Florida	32 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 123 graduated with Bachelor’s degree
Information Technology	Westcliff University external site Irvine, California	0 graduated with Less than one year certificate 90 graduated with Bachelor’s degree 65 graduated with Master’s degree
Mathematics, General	University of California-Irvine external site Irvine, California	127 graduated with Bachelor’s degree 4 graduated with Master’s degree 23 graduated with Doctor’s degree – research/scholarship
Data Science, General	Stevens Institute of Technology external site Hoboken, New Jersey	147 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	University of Chicago external site Chicago, Illinois	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 151 graduated with Master’s degree
Management Science	George Washington University external site Washington, District of Columbia	20 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 5 graduated with Postbaccalaureate certificate 125 graduated with Master’s degree
Computer Science	Saint Leo University external site Saint Leo, Florida	34 graduated with Bachelor’s degree 118 graduated with Master’s degree
Computer Science	Wilmington University external site New Castle, Delaware	152 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Wichita State University external site Wichita, Kansas	84 graduated with Bachelor’s degree 67 graduated with Master’s degree
Computer Science	William & Mary external site Williamsburg, Virginia	141 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Management Science	Auburn University external site Auburn, Alabama	81 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 62 graduated with Postbaccalaureate certificate
Management Science	University of Illinois Chicago external site Chicago, Illinois	83 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 66 graduated with Master’s degree
Data Science, General	University of Phoenix-Arizona external site Phoenix, Arizona	60 graduated with Bachelor’s degree 90 graduated with Master’s degree
Management Science	California State University-East Bay external site Hayward, California	150 graduated with Master’s degree
Mathematics, General	Irvine Valley College external site Irvine, California	150 graduated with Associate’s degree
Statistics, General	Emory University external site Atlanta, Georgia	109 graduated with Bachelor’s degree 39 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Statistics, General	Harvard University external site Cambridge, Massachusetts	6 graduated with Less than 12 weeks certificate 63 graduated with Bachelor’s degree 30 graduated with Bachelor’s degree (second major) 38 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Johns Hopkins University external site Baltimore, Maryland	5 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 7 graduated with Postbaccalaureate certificate 118 graduated with Master’s degree 1 graduated with Post-master’s certificate 6 graduated with Doctor’s degree – research/scholarship
Data Science, General	Lewis University external site Romeoville, Illinois	7 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 141 graduated with Master’s degree
Information Technology	Clark University external site Worcester, Massachusetts	149 graduated with Master’s degree
Information Technology	Franklin University external site Columbus, Ohio	8 graduated with Associate’s degree 53 graduated with Bachelor’s degree 88 graduated with Master’s degree
Information Technology	Guilford Technical Community College external site Jamestown, North Carolina	96 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 53 graduated with Associate’s degree
Management Science	University of Scranton external site Scranton, Pennsylvania	13 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 132 graduated with Master’s degree 2 graduated with Master’s degree (second major)
Artificial Intelligence	Massachusetts Institute of Technology external site Cambridge, Massachusetts	85 graduated with Bachelor’s degree 24 graduated with Bachelor’s degree (second major) 39 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	University of North Carolina at Greensboro external site Greensboro, North Carolina	124 graduated with Bachelor’s degree 24 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Statistics, General	North Carolina State University at Raleigh external site Raleigh, North Carolina	61 graduated with Bachelor’s degree 67 graduated with Master’s degree 20 graduated with Doctor’s degree – research/scholarship
Statistics, General	Rutgers University-New Brunswick external site New Brunswick, New Jersey	34 graduated with Bachelor’s degree 107 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Business Analytics	Western Kentucky University external site Bowling Green, Kentucky	112 graduated with Less than one year certificate 30 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	College of Southern Nevada external site Las Vegas, Nevada	0 graduated with Less than one year certificate 65 graduated with One but less than two years certificate 82 graduated with Associate’s degree
Econometrics and Quantitative Economics	Middlebury College external site Middlebury, Vermont	128 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Colorado Denver/Anschutz Medical Campus external site Denver, Colorado	137 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Technology	Texas Tech University external site Lubbock, Texas	5 graduated with Less than one year certificate 134 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Business Analytics	University of Missouri-Columbia external site Columbia, Missouri	130 graduated with Less than one year certificate 16 graduated with Postbaccalaureate certificate
Computer Science	Boise State University external site Boise, Idaho	5 graduated with Less than one year certificate 111 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Data Science, General	New England College external site Henniker, New Hampshire	146 graduated with Master’s degree
Econometrics and Quantitative Economics	Brandeis University external site Waltham, Massachusetts	82 graduated with Bachelor’s degree 35 graduated with Bachelor’s degree (second major) 26 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Oregon external site Eugene, Oregon	109 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 18 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Arizona State University Campus Immersion external site Tempe, Arizona	127 graduated with Bachelor’s degree 8 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Financial Analytics	The University of Texas at Dallas external site Richardson, Texas	145 graduated with Master’s degree
Management Science	Bridgewater State University external site Bridgewater, Massachusetts	142 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	West Texas A & M University external site Canyon, Texas	116 graduated with Associate’s degree 7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 21 graduated with Master’s degree
Computer Science	Appalachian State University external site Boone, North Carolina	17 graduated with Less than one year certificate 110 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 16 graduated with Master’s degree
Financial Mathematics	University of California-San Diego external site La Jolla, California	144 graduated with Master’s degree
Information Technology	Northern Illinois University external site Dekalb, Illinois	144 graduated with Master’s degree
Management Science	Purdue University-Main Campus external site West Lafayette, Indiana	62 graduated with Bachelor’s degree 14 graduated with Postbaccalaureate certificate 68 graduated with Master’s degree
Data Science, General	University of Virginia-Main Campus external site Charlottesville, Virginia	141 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Management Science	University of California-San Diego external site La Jolla, California	18 graduated with Bachelor’s degree 125 graduated with Master’s degree
Data Science, General	Maryville University of Saint Louis external site Saint Louis, Missouri	10 graduated with Less than one year certificate 16 graduated with Bachelor’s degree 29 graduated with Postbaccalaureate certificate 87 graduated with Master’s degree
Financial Mathematics	Massachusetts Institute of Technology external site Cambridge, Massachusetts	20 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 117 graduated with Master’s degree
Information Technology	New Mexico State University-Main Campus external site Las Cruces, New Mexico	106 graduated with Bachelor’s degree 36 graduated with Master’s degree
Management Science	Grand Valley State University external site Allendale, Michigan	87 graduated with Bachelor’s degree 55 graduated with Bachelor’s degree (second major)
Management Science	Wake Technical Community College external site Raleigh, North Carolina	126 graduated with Less than one year certificate 16 graduated with Associate’s degree
Business Analytics	Hult International Business School external site Cambridge, Massachusetts	141 graduated with Master’s degree
Computer Science	Florida Polytechnic University external site Lakeland, Florida	141 graduated with Bachelor’s degree
Computer Science	University of Colorado Colorado Springs external site Colorado Springs, Colorado	115 graduated with Bachelor’s degree 26 graduated with Master’s degree
Computer Science	University of New Haven external site West Haven, Connecticut	0 graduated with Associate’s degree 23 graduated with Bachelor’s degree 117 graduated with Master’s degree
Econometrics and Quantitative Economics	Lafayette College external site Easton, Pennsylvania	127 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major)
Management Science	Rutgers University-Newark external site Newark, New Jersey	61 graduated with Bachelor’s degree 79 graduated with Master’s degree
Mathematics, General	El Camino Community College District external site Torrance, California	140 graduated with Associate’s degree
Mathematics, General	Purdue University-Main Campus external site West Lafayette, Indiana	102 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Computer Science	CUNY LaGuardia Community College external site Long Island City, New York	139 graduated with Associate’s degree
Information Technology	Florida State College at Jacksonville external site Jacksonville, Florida	109 graduated with Less than one year certificate 30 graduated with Associate’s degree
Information Technology	Stevens Institute of Technology external site Hoboken, New Jersey	0 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 138 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Management Science	Florida International University external site Miami, Florida	69 graduated with Bachelor’s degree 31 graduated with Bachelor’s degree (second major) 39 graduated with Master’s degree
Statistics, General	Cornell University external site Ithaca, New York	19 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 104 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Middle Tennessee State University external site Murfreesboro, Tennessee	123 graduated with Bachelor’s degree 15 graduated with Master’s degree
Computer Science	San Francisco Bay University external site Fremont, California	5 graduated with Bachelor’s degree 133 graduated with Master’s degree
Data Science, General	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	138 graduated with Bachelor’s degree
Mathematics and Statistics, Other	New York University external site New York, New York	131 graduated with Bachelor’s degree 3 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Data Science, General	University of Arizona external site Tucson, Arizona	31 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 10 graduated with Postbaccalaureate certificate 91 graduated with Master’s degree
Econometrics and Quantitative Economics	Wesleyan University external site Middletown, Connecticut	104 graduated with Bachelor’s degree 33 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Information Technology	Johnston Community College external site Smithfield, North Carolina	106 graduated with Less than one year certificate 12 graduated with One but less than two years certificate 19 graduated with Associate’s degree
Data Science, General	University of Illinois Urbana-Champaign external site Champaign, Illinois	105 graduated with Bachelor’s degree 31 graduated with Master’s degree
Econometrics and Quantitative Economics	Claremont McKenna College external site Claremont, California	110 graduated with Bachelor’s degree 26 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Colorado State University-Fort Collins external site Fort Collins, Colorado	89 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major) 16 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Rochester external site Rochester, New York	91 graduated with Bachelor’s degree 18 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Management Science	Dartmouth College external site Hanover, New Hampshire	136 graduated with Master’s degree
Data Science, General	Worcester Polytechnic Institute external site Worcester, Massachusetts	44 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major) 3 graduated with Postbaccalaureate certificate 65 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Business Analytics	St. Francis College external site Brooklyn, New York	133 graduated with Master’s degree
Computer Science	University of Nebraska at Omaha external site Omaha, Nebraska	98 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 34 graduated with Master’s degree
Computer Science	University of Vermont external site Burlington, Vermont	115 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Data Science, General	Arizona State University Digital Immersion external site Scottsdale, Arizona	133 graduated with Bachelor’s degree
Mathematics, General	University of Florida external site Gainesville, Florida	84 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major) 18 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Chicago external site Chicago, Illinois	29 graduated with Bachelor’s degree 33 graduated with Bachelor’s degree (second major) 54 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of California-San Diego external site La Jolla, California	110 graduated with Bachelor’s degree 0 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Cornell University external site Ithaca, New York	68 graduated with Bachelor’s degree 41 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Business Analytics	CUNY Bernard M Baruch College external site New York, New York	131 graduated with Master’s degree
Econometrics and Quantitative Economics	Villanova University external site Villanova, Pennsylvania	114 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major)
Financial Mathematics	Stevens Institute of Technology external site Hoboken, New Jersey	54 graduated with Bachelor’s degree 7 graduated with Postbaccalaureate certificate 65 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Management Science	William & Mary external site Williamsburg, Virginia	21 graduated with Postbaccalaureate certificate 110 graduated with Master’s degree
Mathematics, General	University of California-Berkeley external site Berkeley, California	105 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Computer Science	Brandeis University external site Waltham, Massachusetts	69 graduated with Bachelor’s degree 28 graduated with Bachelor’s degree (second major) 27 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Wentworth Institute of Technology external site Boston, Massachusetts	120 graduated with Bachelor’s degree 10 graduated with Master’s degree
Information Technology	University of Central Missouri external site Warrensburg, Missouri	130 graduated with Master’s degree
Management Science	Mercer University external site Macon, Georgia	0 graduated with Postbaccalaureate certificate 130 graduated with Master’s degree
Management Science	University of Phoenix-Arizona external site Phoenix, Arizona	130 graduated with Less than one year certificate
Information Technology	Ensign College external site Salt Lake City, Utah	88 graduated with Less than one year certificate 41 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computational Science	Georgetown University external site Washington, District of Columbia	128 graduated with Master’s degree
Computer Science	Brigham Young University-Idaho external site Rexburg, Idaho	6 graduated with Less than one year certificate 122 graduated with Bachelor’s degree
Computer Science	Montana State University external site Bozeman, Montana	112 graduated with Bachelor’s degree 15 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Information Technology	Oklahoma State University Institute of Technology external site Okmulgee, Oklahoma	70 graduated with Associate’s degree 58 graduated with Bachelor’s degree
Information Technology	SOWELA Technical Community College external site Lake Charles, Louisiana	63 graduated with Less than 12 weeks certificate 26 graduated with Less than one year certificate 18 graduated with One but less than two years certificate 21 graduated with Associate’s degree
Mathematics, General	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	114 graduated with Bachelor’s degree 1 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Colgate University external site Hamilton, New York	118 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Maryland-Baltimore County external site Baltimore, Maryland	124 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Management Science	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	82 graduated with Less than one year certificate 2 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree 32 graduated with Post-master’s certificate
Mathematics, General	The University of Alabama external site Tuscaloosa, Alabama	57 graduated with Bachelor’s degree 40 graduated with Bachelor’s degree (second major) 20 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Data Analytics, General	Western Governors University external site Salt Lake City, Utah	1 graduated with Less than one year certificate 125 graduated with Master’s degree
Econometrics and Quantitative Economics	Colby College external site Waterville, Maine	108 graduated with Bachelor’s degree 18 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	78 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 23 graduated with Master’s degree 24 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	The University of Texas at Dallas external site Richardson, Texas	0 graduated with Postbaccalaureate certificate 126 graduated with Master’s degree
Information Technology	Volunteer State Community College external site Gallatin, Tennessee	63 graduated with Less than one year certificate 63 graduated with Associate’s degree
Mathematics, General	University of California-Riverside external site Riverside, California	97 graduated with Bachelor’s degree 15 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Data Science, General	Southern Methodist University external site Dallas, Texas	0 graduated with Bachelor’s degree 74 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 51 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Technology	Santa Fe College external site Gainesville, Florida	70 graduated with Less than one year certificate 28 graduated with Associate’s degree 27 graduated with Bachelor’s degree
Mathematics, General	University of California-San Diego external site La Jolla, California	73 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Information Technology	College of Lake County external site Grayslake, Illinois	82 graduated with Less than 12 weeks certificate 42 graduated with Less than one year certificate 0 graduated with Associate’s degree
Management Science	University of Colorado Denver/Anschutz Medical Campus external site Denver, Colorado	124 graduated with Master’s degree
Management Science	University of Virginia-Main Campus external site Charlottesville, Virginia	124 graduated with Master’s degree
Applied Mathematics, General	Columbia University in the City of New York external site New York, New York	46 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 55 graduated with Master’s degree 5 graduated with Post-master’s certificate 6 graduated with Doctor’s degree – research/scholarship
Biomathematics, Bioinformatics, and Computational Biology, Other	University of California-Los Angeles external site Los Angeles, California	112 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Business Analytics	Fairfield University external site Fairfield, Connecticut	23 graduated with Bachelor’s degree 43 graduated with Bachelor’s degree (second major) 51 graduated with Master’s degree 6 graduated with Master’s degree (second major)
Econometrics and Quantitative Economics	University of Massachusetts-Amherst external site Amherst, Massachusetts	116 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	William & Mary external site Williamsburg, Virginia	95 graduated with Bachelor’s degree 28 graduated with Bachelor’s degree (second major)
Information Technology	California State University-Los Angeles external site Los Angeles, California	95 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 28 graduated with Master’s degree
Information Technology	Santa Clara University external site Santa Clara, California	85 graduated with Bachelor’s degree 38 graduated with Master’s degree
Computer Science	De Anza College external site Cupertino, California	122 graduated with Associate’s degree
Computer Science	University of Minnesota-Duluth external site Duluth, Minnesota	105 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree
Data Science, General	University of California-San Diego external site La Jolla, California	121 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Arizona external site Tucson, Arizona	122 graduated with Master’s degree
Mathematics and Statistics, Other	University of Notre Dame external site Notre Dame, Indiana	26 graduated with Bachelor’s degree 74 graduated with Bachelor’s degree (second major) 18 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	Duke University external site Durham, North Carolina	45 graduated with Bachelor’s degree 23 graduated with Bachelor’s degree (second major) 37 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Computer Science	North Dakota State University-Main Campus external site Fargo, North Dakota	1 graduated with Less than one year certificate 93 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 23 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	The University of Texas at Austin external site Austin, Texas	116 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Santa Clara University external site Santa Clara, California	119 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	De Anza College external site Cupertino, California	121 graduated with Associate’s degree
Business Analytics	George Mason University external site Fairfax, Virginia	81 graduated with Postbaccalaureate certificate 39 graduated with Master’s degree
Business Statistics	Miami University-Oxford external site Oxford, Ohio	0 graduated with Less than one year certificate 68 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major) 33 graduated with Master’s degree
Information Technology	The University of Arizona Global Campus external site Chandler, Arizona	120 graduated with Bachelor’s degree
Management Science	Northern Illinois University external site Dekalb, Illinois	71 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 48 graduated with Master’s degree
Management Science	Quinnipiac University external site Hamden, Connecticut	120 graduated with Master’s degree
Mathematics, General	Harvard University external site Cambridge, Massachusetts	58 graduated with Bachelor’s degree 36 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Northeastern University external site Boston, Massachusetts	119 graduated with Master’s degree
Computer Science	Louisiana Tech University external site Ruston, Louisiana	88 graduated with Bachelor’s degree 31 graduated with Master’s degree
Data Science, General	Texas Tech University external site Lubbock, Texas	119 graduated with Master’s degree
Econometrics and Quantitative Economics	George Washington University external site Washington, District of Columbia	42 graduated with Bachelor’s degree 27 graduated with Bachelor’s degree (second major) 43 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Information Technology	Georgia Southern University external site Statesboro, Georgia	106 graduated with Bachelor’s degree 13 graduated with Master’s degree
Management Science	Seattle University external site Seattle, Washington	17 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 8 graduated with Postbaccalaureate certificate 82 graduated with Master’s degree
Computer Science	California State University-Chico external site Chico, California	76 graduated with Bachelor’s degree 42 graduated with Master’s degree
Financial Analytics	Lamar University external site Beaumont, Texas	65 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 48 graduated with Master’s degree
Information Technology	Delaware Technical Community College-Terry external site Dover, Delaware	118 graduated with Associate’s degree
Information Technology	Lone Star College System external site The Woodlands, Texas	118 graduated with Associate’s degree
Management Science	Wake Forest University external site Winston-Salem, North Carolina	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 100 graduated with Master’s degree
Mathematics, General	Binghamton University external site Vestal, New York	90 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	94 graduated with Bachelor’s degree 16 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of California-Santa Barbara external site Santa Barbara, California	81 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Business Analytics	University of Illinois Urbana-Champaign external site Champaign, Illinois	117 graduated with Master’s degree
Computer Science	North American University external site Stafford, Texas	35 graduated with Bachelor’s degree 82 graduated with Master’s degree
Computer Science	University of San Francisco external site San Francisco, California	87 graduated with Bachelor’s degree 30 graduated with Master’s degree
Financial Mathematics	University of Utah external site Salt Lake City, Utah	117 graduated with Master’s degree
Computer Science	University of Iowa external site Iowa City, Iowa	108 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Fordham University external site Bronx, New York	86 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 7 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Information Technology	Capella University external site Minneapolis, Minnesota	79 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree 26 graduated with Doctor’s degree – research/scholarship
Management Science	University of Georgia external site Athens, Georgia	116 graduated with Master’s degree
Artificial Intelligence	University of North Texas external site Denton, Texas	1 graduated with Postbaccalaureate certificate 114 graduated with Master’s degree
Computer Science	North Carolina A & T State University external site Greensboro, North Carolina	78 graduated with Bachelor’s degree 32 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Williams College external site Williamstown, Massachusetts	97 graduated with Bachelor’s degree 18 graduated with Bachelor’s degree (second major)
Management Science	Villanova University external site Villanova, Pennsylvania	0 graduated with Bachelor’s degree 84 graduated with Bachelor’s degree (second major) 31 graduated with Master’s degree
Business Statistics	Boston University external site Boston, Massachusetts	114 graduated with Master’s degree
Computational Science	University of Rochester external site Rochester, New York	54 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 4 graduated with Postbaccalaureate certificate 54 graduated with Master’s degree
Computer Science	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	111 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Statistics, General	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	81 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 20 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Business Analytics	Florida Atlantic University external site Boca Raton, Florida	113 graduated with Master’s degree
Computer Science	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	85 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship
Management Science	Santa Clara University external site Santa Clara, California	113 graduated with Master’s degree
Mathematics, General	San Jacinto Community College external site Pasadena, Texas	113 graduated with Associate’s degree
Applied Mathematics, General	Texas A&M University-College Station external site College Station, Texas	85 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 21 graduated with Postbaccalaureate certificate
Computer Science	Monroe University external site Bronx, New York	112 graduated with Master’s degree
Computer Science	Southern University and A & M College external site Baton Rouge, Louisiana	25 graduated with Bachelor’s degree 87 graduated with Master’s degree
Computer Science	SUNY Polytechnic Institute external site Utica, New York	23 graduated with Bachelor’s degree 89 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Campbellsville University external site Campbellsville, Kentucky	112 graduated with Master’s degree
Financial Mathematics	University of California-Irvine external site Irvine, California	112 graduated with Master’s degree
Information Technology	Middle Georgia State University external site Macon, Georgia	9 graduated with Less than one year certificate 80 graduated with Master’s degree 23 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Stony Brook University external site Stony Brook, New York	61 graduated with Bachelor’s degree 33 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Houston external site Houston, Texas	77 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Statistics, General	Texas A&M University-College Station external site College Station, Texas	34 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 69 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Statistics, General	Yale University external site New Haven, Connecticut	62 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major) 29 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of California-Davis external site Davis, California	80 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Data Analytics, General	Brigham Young University-Idaho external site Rexburg, Idaho	111 graduated with Less than one year certificate
Financial Analytics	University of Houston external site Houston, Texas	111 graduated with Master’s degree
Mathematics, General	Rutgers University-New Brunswick external site New Brunswick, New Jersey	84 graduated with Bachelor’s degree 9 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Computer Science	College of Staten Island CUNY external site Staten Island, New York	94 graduated with Bachelor’s degree 16 graduated with Master’s degree
Financial Analytics	University of North Carolina Wilmington external site Wilmington, North Carolina	110 graduated with Master’s degree
Management Science	Utah Valley University external site Orem, Utah	29 graduated with Less than one year certificate 81 graduated with Bachelor’s degree
Mathematics, General	Pasadena City College external site Pasadena, California	110 graduated with Associate’s degree
Statistics, General	Florida State University external site Tallahassee, Florida	48 graduated with Bachelor’s degree 21 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree 19 graduated with Doctor’s degree – research/scholarship
Computer Science	Roosevelt University external site Chicago, Illinois	16 graduated with Bachelor’s degree 93 graduated with Master’s degree
Computer Science	University of Louisiana at Lafayette external site Lafayette, Louisiana	66 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 37 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Hamilton College external site Clinton, New York	97 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Financial Mathematics	Carnegie Mellon University external site Pittsburgh, Pennsylvania	14 graduated with Bachelor’s degree 95 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, Other	University of California-Santa Barbara external site Santa Barbara, California	108 graduated with Bachelor’s degree
Computer Science	Fitchburg State University external site Fitchburg, Massachusetts	18 graduated with Bachelor’s degree 90 graduated with Master’s degree
Computer Science	Michigan Technological University external site Houghton, Michigan	81 graduated with Bachelor’s degree 23 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Barnard College external site New York, New York	100 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Management Science	American Public University System external site Charles Town, West Virginia	68 graduated with Bachelor’s degree 40 graduated with Master’s degree
Mathematics, General	Northeastern University external site Boston, Massachusetts	96 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Business Analytics	Midwestern State University external site Wichita Falls, Texas	2 graduated with Bachelor’s degree 105 graduated with Master’s degree
Computational Mathematics	University of California-Los Angeles external site Los Angeles, California	103 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	California State University-Fresno external site Fresno, California	89 graduated with Bachelor’s degree 18 graduated with Master’s degree
Econometrics and Quantitative Economics	Texas A&M University-College Station external site College Station, Texas	0 graduated with Less than one year certificate 99 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Management Science	American University external site Washington, District of Columbia	16 graduated with Postbaccalaureate certificate 91 graduated with Master’s degree
Management Science	Ohio State University-Main Campus external site Columbus, Ohio	31 graduated with Postbaccalaureate certificate 76 graduated with Master’s degree
Applied Mathematics, General	University of California-San Diego external site La Jolla, California	93 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Computer Science	CUNY City College external site New York, New York	98 graduated with Bachelor’s degree 8 graduated with Master’s degree
Management Science	University of North Carolina at Charlotte external site Charlotte, North Carolina	88 graduated with Bachelor’s degree 18 graduated with Bachelor’s degree (second major)
Mathematics, General	Boston University external site Boston, Massachusetts	76 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Houston-Clear Lake external site Houston, Texas	65 graduated with Bachelor’s degree 40 graduated with Master’s degree
Data Science, General	Drexel University external site Philadelphia, Pennsylvania	23 graduated with Bachelor’s degree 17 graduated with Postbaccalaureate certificate 65 graduated with Master’s degree
Information Technology	Pitt Community College external site Winterville, North Carolina	72 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 30 graduated with Associate’s degree
Management Science	University of the Cumberlands external site Williamsburg, Kentucky	105 graduated with Master’s degree
Mathematics, General	University of Virginia-Main Campus external site Charlottesville, Virginia	53 graduated with Bachelor’s degree 40 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	University of Pennsylvania external site Philadelphia, Pennsylvania	1 graduated with Postbaccalaureate certificate 103 graduated with Master’s degree
Computer Science	Eastern Michigan University external site Ypsilanti, Michigan	92 graduated with Bachelor’s degree 12 graduated with Master’s degree
Information Technology	Rutgers University-Newark external site Newark, New Jersey	104 graduated with Master’s degree
Mathematics, General	Grossmont College external site El Cajon, California	1 graduated with One but less than two years certificate 103 graduated with Associate’s degree
Computer Science	West Virginia University external site Morgantown, West Virginia	83 graduated with Bachelor’s degree 18 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Michigan State University external site East Lansing, Michigan	61 graduated with Bachelor’s degree 20 graduated with Master’s degree 20 graduated with Doctor’s degree – research/scholarship 2 graduated with Doctor’s degree – research/scholarship (second major)
Information Technology	Strayer University-Texas external site Farmers Branch, Texas	61 graduated with Less than one year certificate 42 graduated with Bachelor’s degree
Information Technology	Valparaiso University external site Valparaiso, Indiana	3 graduated with Postbaccalaureate certificate 100 graduated with Master’s degree
Management Science	University of Mississippi external site University, Mississippi	103 graduated with Master’s degree
Mathematical Statistics and Probability	Columbia University in the City of New York external site New York, New York	103 graduated with Master’s degree
Business Statistics	University of Miami external site Coral Gables, Florida	33 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major) 50 graduated with Master’s degree
Business Statistics	University of Southern Indiana external site Evansville, Indiana	102 graduated with Master’s degree
Computer Science	Metropolitan State University external site Saint Paul, Minnesota	94 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Science	University of North Carolina Wilmington external site Wilmington, North Carolina	100 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	University at Albany external site Albany, New York	102 graduated with Master’s degree
Mathematics and Computer Science	University of Illinois Urbana-Champaign external site Champaign, Illinois	101 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Arizona State University Campus Immersion external site Tempe, Arizona	91 graduated with Bachelor’s degree 9 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Columbia University in the City of New York external site New York, New York	40 graduated with Bachelor’s degree 27 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 8 graduated with Post-master’s certificate 19 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Yale University external site New Haven, Connecticut	54 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 29 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Pennsylvania external site Philadelphia, Pennsylvania	38 graduated with Bachelor’s degree 23 graduated with Bachelor’s degree (second major) 27 graduated with Master’s degree 7 graduated with Master’s degree (second major) 6 graduated with Doctor’s degree – research/scholarship 1 graduated with Doctor’s degree – research/scholarship (second major)
Business Analytics	University of Delaware external site Newark, Delaware	49 graduated with Bachelor’s degree 26 graduated with Bachelor’s degree (second major) 26 graduated with Master’s degree
Computer Science	Carleton College external site Northfield, Minnesota	93 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Computer Science	CUNY Lehman College external site Bronx, New York	98 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Science	Rowan University external site Glassboro, New Jersey	101 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Brigham Young University-Idaho external site Rexburg, Idaho	101 graduated with Less than one year certificate
Financial Mathematics	Boston University external site Boston, Massachusetts	0 graduated with Bachelor’s degree 98 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Management Science	University at Buffalo external site Buffalo, New York	97 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of California-Los Angeles external site Los Angeles, California	52 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 20 graduated with Master’s degree 0 graduated with Post-master’s certificate 21 graduated with Doctor’s degree – research/scholarship
Statistics, General	Ohio State University-Main Campus external site Columbus, Ohio	62 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Data Science, General	Arizona State University Campus Immersion external site Tempe, Arizona	100 graduated with Bachelor’s degree
Information Technology	Park University external site Parkville, Missouri	20 graduated with Bachelor’s degree 80 graduated with Master’s degree
Mathematics and Computer Science	George Mason University external site Fairfax, Virginia	80 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Stanford University external site Stanford, California	82 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Chapman University external site Orange, California	78 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree
Data Science, General	Northwestern University external site Evanston, Illinois	51 graduated with Bachelor’s degree 48 graduated with Bachelor’s degree (second major)
Information Technology	University of South Carolina-Columbia external site Columbia, South Carolina	97 graduated with Bachelor’s degree 2 graduated with Master’s degree
Management Science	Colorado State University-Fort Collins external site Fort Collins, Colorado	65 graduated with Postbaccalaureate certificate 34 graduated with Master’s degree
Management Science	Saint Louis University external site Saint Louis, Missouri	26 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 65 graduated with Master’s degree
Management Science	University of Kansas external site Lawrence, Kansas	63 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 20 graduated with Master’s degree
Mathematics and Computer Science	Illinois Institute of Technology external site Chicago, Illinois	99 graduated with Master’s degree
Mathematics, General	Ohlone College external site Fremont, California	71 graduated with Less than one year certificate 28 graduated with Associate’s degree
Computer Science	Georgetown University external site Washington, District of Columbia	0 graduated with One but less than two years certificate 55 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 28 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Howard University external site Washington, District of Columbia	91 graduated with Bachelor’s degree 1 graduated with Master’s degree 1 graduated with Post-master’s certificate 5 graduated with Doctor’s degree – research/scholarship
Computer Science	Merrimack College external site North Andover, Massachusetts	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 89 graduated with Master’s degree
Computer Science	Metropolitan State University of Denver external site Denver, Colorado	96 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Purdue University Northwest external site Hammond, Indiana	28 graduated with Bachelor’s degree 70 graduated with Master’s degree
Data Analytics, General	Eastern University external site Saint Davids, Pennsylvania	11 graduated with Postbaccalaureate certificate 87 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	University of West Florida external site Pensacola, Florida	98 graduated with Master’s degree
Information Technology	Minnesota State University-Mankato external site Mankato, Minnesota	70 graduated with Bachelor’s degree 28 graduated with Master’s degree
Management Science	The University of Alabama external site Tuscaloosa, Alabama	82 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Management Science	University of Bridgeport external site Bridgeport, Connecticut	98 graduated with Master’s degree
Mathematics, General	California State University-Long Beach external site Long Beach, California	70 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 27 graduated with Master’s degree
Computer Science	Northeastern Illinois University external site Chicago, Illinois	84 graduated with Bachelor’s degree 13 graduated with Master’s degree
Computer Science	University of Miami external site Coral Gables, Florida	78 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Data Visualization	University of South Carolina-Columbia external site Columbia, South Carolina	97 graduated with Less than one year certificate
Econometrics and Quantitative Economics	Bowdoin College external site Brunswick, Maine	84 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	United States Naval Academy external site Annapolis, Maryland	97 graduated with Bachelor’s degree
Computer Science	The University of Tennessee-Chattanooga external site Chattanooga, Tennessee	77 graduated with Bachelor’s degree 19 graduated with Master’s degree
Financial Mathematics	University of Miami external site Coral Gables, Florida	96 graduated with Master’s degree
Management Science	Washington University in St Louis external site St. Louis, Missouri	0 graduated with Less than 12 weeks certificate 83 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University at Buffalo external site Buffalo, New York	62 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 1 graduated with Master’s degree (second major) 10 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of California-Davis external site Davis, California	61 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Business Statistics	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	8 graduated with Postbaccalaureate certificate 87 graduated with Master’s degree
Computer Science	Ivy Tech Community College external site Indianapolis, Indiana	31 graduated with Less than one year certificate 64 graduated with Associate’s degree
Information Technology	University of Missouri-St Louis external site Saint Louis, Missouri	29 graduated with Bachelor’s degree 29 graduated with Postbaccalaureate certificate 37 graduated with Master’s degree
Management Science	Illinois State University external site Normal, Illinois	82 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 12 graduated with Postbaccalaureate certificate
Management Science	Suffolk University external site Boston, Massachusetts	95 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Academy of Art University external site San Francisco, California	4 graduated with Associate’s degree 39 graduated with Bachelor’s degree 52 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	North Carolina State University at Raleigh external site Raleigh, North Carolina	94 graduated with Master’s degree
Econometrics and Quantitative Economics	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	54 graduated with Bachelor’s degree 33 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	University of Notre Dame external site Notre Dame, Indiana	94 graduated with Master’s degree
Information Technology	Coastal Carolina Community College external site Jacksonville, North Carolina	62 graduated with Less than one year certificate 32 graduated with Associate’s degree
Computational Science	Carnegie Mellon University external site Pittsburgh, Pennsylvania	18 graduated with Postbaccalaureate certificate 75 graduated with Master’s degree
Computer Science	East Carolina University external site Greenville, North Carolina	85 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Science	University of North Florida external site Jacksonville, Florida	93 graduated with Bachelor’s degree
Data Analytics, General	Concordia University-Saint Paul external site Saint Paul, Minnesota	0 graduated with Postbaccalaureate certificate 93 graduated with Master’s degree
Financial Mathematics	Duquesne University external site Pittsburgh, Pennsylvania	83 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Management Science	Creighton University external site Omaha, Nebraska	32 graduated with Bachelor’s degree 34 graduated with Bachelor’s degree (second major) 14 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree
Mathematics, General	Allan Hancock College external site Santa Maria, California	93 graduated with Associate’s degree
Mathematics, General	Tulsa Community College external site Tulsa, Oklahoma	93 graduated with Associate’s degree
Statistics, General	University of Connecticut external site Storrs, Connecticut	72 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computer Science	Lone Star College System external site The Woodlands, Texas	92 graduated with Associate’s degree
Information Technology	College of Central Florida external site Ocala, Florida	74 graduated with Less than one year certificate 18 graduated with Associate’s degree
Information Technology	Missouri State University-Springfield external site Springfield, Missouri	0 graduated with Less than one year certificate 74 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree
Mathematics, General	Amherst College external site Amherst, Massachusetts	38 graduated with Bachelor’s degree 54 graduated with Bachelor’s degree (second major)
Mathematics, General	Clemson University external site Clemson, South Carolina	48 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 23 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	75 graduated with Bachelor’s degree 15 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of California-Santa Barbara external site Santa Barbara, California	79 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Business Statistics	Georgetown University external site Washington, District of Columbia	91 graduated with Master’s degree
Computational Science	The University of Texas at Austin external site Austin, Texas	35 graduated with Less than one year certificate 25 graduated with Bachelor’s degree 20 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Computer Science	California Institute of Technology external site Pasadena, California	88 graduated with Bachelor’s degree 0 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Tidewater Community College external site Norfolk, Virginia	91 graduated with Associate’s degree
Econometrics and Quantitative Economics	Denison University external site Granville, Ohio	81 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Financial Mathematics	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	91 graduated with Master’s degree
Mathematics, General	University of Nebraska-Lincoln external site Lincoln, Nebraska	50 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 16 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Business Statistics	Michigan State University external site East Lansing, Michigan	90 graduated with Master’s degree
Computational and Applied Mathematics	University of Southern California external site Los Angeles, California	87 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Indiana University-Indianapolis external site Indianapolis, Indiana	15 graduated with Bachelor’s degree 71 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Arizona State University Digital Immersion external site Scottsdale, Arizona	90 graduated with Bachelor’s degree
Financial Mathematics	Ohio State University-Main Campus external site Columbus, Ohio	90 graduated with Master’s degree
Financial Mathematics	William & Mary external site Williamsburg, Virginia	90 graduated with Master’s degree
Information Technology	Atlantis University external site Miami, Florida	0 graduated with One but less than two years certificate 5 graduated with Associate’s degree 6 graduated with Bachelor’s degree 79 graduated with Master’s degree
Information Technology	Metropolitan State University external site Saint Paul, Minnesota	69 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree
Information Technology	University of South Florida external site Tampa, Florida	67 graduated with Bachelor’s degree 23 graduated with Master’s degree
Statistics, General	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	62 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Business Analytics	Syracuse University external site Syracuse, New York	33 graduated with Bachelor’s degree 56 graduated with Bachelor’s degree (second major)
Business Statistics	University of Maryland Global Campus external site Adelphi, Maryland	1 graduated with Postbaccalaureate certificate 88 graduated with Master’s degree
Computer Science	Southern Illinois University Edwardsville external site Edwardsville, Illinois	60 graduated with Bachelor’s degree 29 graduated with Master’s degree
Computer Science	Southern Illinois University-Carbondale external site Carbondale, Illinois	26 graduated with Bachelor’s degree 63 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Amherst College external site Amherst, Massachusetts	81 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Information Technology	North Carolina A & T State University external site Greensboro, North Carolina	89 graduated with Bachelor’s degree
Management Science	Stetson University external site DeLand, Florida	89 graduated with Master’s degree
Mathematics, General	College of the Canyons external site Santa Clarita, California	89 graduated with Associate’s degree
Mathematics, General	Illinois State University external site Normal, Illinois	60 graduated with Bachelor’s degree 29 graduated with Master’s degree
Mathematics, General	Texas Tech University external site Lubbock, Texas	52 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 7 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computational Science	University of Michigan-Dearborn external site Dearborn, Michigan	17 graduated with Bachelor’s degree 71 graduated with Master’s degree
Computer Science	Florida Institute of Technology external site Melbourne, Florida	55 graduated with Bachelor’s degree 32 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Science	Tulane University of Louisiana external site New Orleans, Louisiana	10 graduated with Two but less than 4 years certificate 0 graduated with Bachelor’s degree 62 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Denver external site Denver, Colorado	64 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 17 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Analytics, General	University of North Texas external site Denton, Texas	88 graduated with Master’s degree
Data Science, General	Michigan Technological University external site Houghton, Michigan	0 graduated with Bachelor’s degree 34 graduated with Postbaccalaureate certificate 54 graduated with Master’s degree
Econometrics and Quantitative Economics	Tulane University of Louisiana external site New Orleans, Louisiana	64 graduated with Bachelor’s degree 22 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	Babson College external site Wellesley, Massachusetts	88 graduated with Master’s degree
Management Science	Manhattan University external site Riverdale, New York	33 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 52 graduated with Master’s degree
Mathematics, General	Duke University external site Durham, North Carolina	39 graduated with Bachelor’s degree 37 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	DigiPen Institute of Technology external site Redmond, Washington	78 graduated with Bachelor’s degree 10 graduated with Master’s degree
Data Science, General	Clarkson University external site Potsdam, New York	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 81 graduated with Master’s degree
Financial Mathematics	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	87 graduated with Master’s degree
Management Science	Naval Postgraduate School external site Monterey, California	24 graduated with Postbaccalaureate certificate 63 graduated with Master’s degree
Management Science	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	65 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Cuyamaca College external site El Cajon, California	3 graduated with Less than one year certificate 20 graduated with One but less than two years certificate 64 graduated with Associate’s degree
Mathematics, General	Santa Barbara City College external site Santa Barbara, California	0 graduated with Less than 12 weeks certificate 1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 86 graduated with Associate’s degree
Business Statistics	Bentley University external site Waltham, Massachusetts	35 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 45 graduated with Master’s degree 5 graduated with Master’s degree (second major) 0 graduated with Post-master’s certificate
Information Technology	Cleveland Community College external site Shelby, North Carolina	71 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 15 graduated with Associate’s degree
Management Science	Oregon State University external site Corvallis, Oregon	29 graduated with Bachelor’s degree 57 graduated with Master’s degree
Management Science	Pepperdine University external site Malibu, California	86 graduated with Master’s degree
Mathematics, General	California State Polytechnic University-Pomona external site Pomona, California	60 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree
Mathematics, General	Santa Monica College external site Santa Monica, California	86 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	Robert Morris University external site Moon Township, Pennsylvania	1 graduated with Less than one year certificate 2 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 82 graduated with Master’s degree
Artificial Intelligence	Illinois Institute of Technology external site Chicago, Illinois	15 graduated with Bachelor’s degree 70 graduated with Master’s degree
Bioinformatics	University of California-Santa Cruz external site Santa Cruz, California	61 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Business Analytics	Northern Arizona University external site Flagstaff, Arizona	20 graduated with Less than one year certificate 1 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 63 graduated with Master’s degree
Financial Mathematics	University of New Haven external site West Haven, Connecticut	26 graduated with Bachelor’s degree 59 graduated with Master’s degree
Information Technology	Oakland University external site Rochester Hills, Michigan	72 graduated with Bachelor’s degree 10 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Management Science	Stevens Institute of Technology external site Hoboken, New Jersey	85 graduated with Bachelor’s degree 0 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Washington-Seattle Campus external site Seattle, Washington	29 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 39 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computer Science	Santa Monica College external site Santa Monica, California	42 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 42 graduated with Associate’s degree
Econometrics and Quantitative Economics	Wellesley College external site Wellesley, Massachusetts	62 graduated with Bachelor’s degree 22 graduated with Bachelor’s degree (second major)
Financial Mathematics	Vanderbilt University external site Nashville, Tennessee	84 graduated with Master’s degree
Information Technology	Montclair State University external site Montclair, New Jersey	63 graduated with Bachelor’s degree 21 graduated with Master’s degree
Management Science	Elon University external site Elon, North Carolina	37 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 35 graduated with Master’s degree
Mathematics, General	University of Arizona external site Tucson, Arizona	50 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Colorado Boulder external site Boulder, Colorado	46 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	University of San Diego external site San Diego, California	83 graduated with Master’s degree
Business Analytics	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 73 graduated with Master’s degree
Computer Science	El Paso Community College external site El Paso, Texas	83 graduated with Associate’s degree
Financial Mathematics	University of California-Berkeley external site Berkeley, California	83 graduated with Master’s degree
Management Science	Clark University external site Worcester, Massachusetts	0 graduated with Bachelor’s degree 82 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Management Science	Duquesne University external site Pittsburgh, Pennsylvania	47 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 15 graduated with Master’s degree
Mathematics and Statistics, Other	Webster University external site Saint Louis, Missouri	1 graduated with Less than one year certificate 7 graduated with Bachelor’s degree 14 graduated with Postbaccalaureate certificate 61 graduated with Master’s degree
Mathematics, General	Florida State University external site Tallahassee, Florida	51 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 16 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	University of Southern California external site Los Angeles, California	47 graduated with Bachelor’s degree 36 graduated with Master’s degree
Business Analytics	The University of Texas Rio Grande Valley external site Edinburg, Texas	82 graduated with Master’s degree
Computer Science	California State University-Channel Islands external site Camarillo, California	62 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 18 graduated with Master’s degree
Computer Science	University of Central Oklahoma external site Edmond, Oklahoma	82 graduated with Master’s degree
Computer Science	University of Missouri-St Louis external site Saint Louis, Missouri	63 graduated with Bachelor’s degree 19 graduated with Master’s degree
Computer Science	Western Michigan University external site Kalamazoo, Michigan	44 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 37 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Modeling/Warehousing and Database Administration	University of St Thomas external site Saint Paul, Minnesota	15 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 5 graduated with Postbaccalaureate certificate 58 graduated with Master’s degree
Financial Analytics	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	82 graduated with Master’s degree
Mathematics, General	Indiana University-East external site Richmond, Indiana	4 graduated with Less than one year certificate 71 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Mathematics, General	Texas A&M University-College Station external site College Station, Texas	40 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 17 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Business Statistics	University of Colorado Boulder external site Boulder, Colorado	81 graduated with Master’s degree
Business Statistics	University of Denver external site Denver, Colorado	38 graduated with Bachelor’s degree 5 graduated with Postbaccalaureate certificate 38 graduated with Master’s degree
Computer Science	Central Michigan University external site Mount Pleasant, Michigan	47 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 32 graduated with Master’s degree
Computer Science	Grossmont College external site El Cajon, California	81 graduated with Associate’s degree
Computer Science	Normandale Community College external site Bloomington, Minnesota	81 graduated with Associate’s degree
Information Technology	Cape Fear Community College external site Wilmington, North Carolina	25 graduated with Less than one year certificate 23 graduated with One but less than two years certificate 33 graduated with Associate’s degree
Information Technology	University of Connecticut external site Storrs, Connecticut	81 graduated with Bachelor’s degree
Management Science	University of Maryland Global Campus external site Adelphi, Maryland	40 graduated with Two but less than 4 years certificate 41 graduated with Postbaccalaureate certificate
Management Science	Wichita State University external site Wichita, Kansas	1 graduated with Less than 12 weeks certificate 76 graduated with Master’s degree 4 graduated with Post-master’s certificate
Artificial Intelligence	Miami Dade College external site Miami, Florida	70 graduated with Less than one year certificate 10 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Science	Colgate University external site Hamilton, New York	71 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Information Technology	University of North Florida external site Jacksonville, Florida	80 graduated with Bachelor’s degree
Mathematics, General	Folsom Lake College external site Folsom, California	30 graduated with Less than one year certificate 50 graduated with Associate’s degree
Mathematics, General	Northwestern University external site Evanston, Illinois	29 graduated with Bachelor’s degree 31 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 5 graduated with Post-master’s certificate 11 graduated with Doctor’s degree – research/scholarship
Business Analytics	Brigham Young University-Idaho external site Rexburg, Idaho	22 graduated with Less than one year certificate 57 graduated with Bachelor’s degree
Computer Science	Farmingdale State College external site Farmingdale, New York	79 graduated with Bachelor’s degree
Data Science, General	University of North Carolina at Charlotte external site Charlotte, North Carolina	78 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	The University of Texas at San Antonio external site San Antonio, Texas	2 graduated with Bachelor’s degree 75 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Management Science	Bryant University external site Smithfield, Rhode Island	17 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 61 graduated with Master’s degree
Management Science	Loyola Marymount University external site Los Angeles, California	34 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major) 35 graduated with Master’s degree
Mathematics, General	St Olaf College external site Northfield, Minnesota	47 graduated with Bachelor’s degree 32 graduated with Bachelor’s degree (second major)
Mathematics, General	The University of Tennessee-Knoxville external site Knoxville, Tennessee	0 graduated with Less than one year certificate 26 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 35 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Science	Lawrence Technological University external site Southfield, Michigan	0 graduated with One but less than two years certificate 26 graduated with Bachelor’s degree 52 graduated with Master’s degree
Computer Science	South Texas College external site McAllen, Texas	78 graduated with Associate’s degree
Econometrics and Quantitative Economics	Union College external site Schenectady, New York	67 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Connecticut external site Storrs, Connecticut	52 graduated with Bachelor’s degree 23 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Technology	Rochester Institute of Technology external site Rochester, New York	78 graduated with Bachelor’s degree
Management Science	Claremont Graduate University external site Claremont, California	70 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Artificial Intelligence	Johns Hopkins University external site Baltimore, Maryland	9 graduated with Postbaccalaureate certificate 68 graduated with Master’s degree
Artificial Intelligence	Northeastern University external site Boston, Massachusetts	77 graduated with Master’s degree
Computer Science	Barnard College external site New York, New York	72 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	CUNY Queensborough Community College external site Bayside, New York	77 graduated with Associate’s degree
Computer Science	Pomona College external site Claremont, California	77 graduated with Bachelor’s degree
Data Science, General	Bradley University external site Peoria, Illinois	70 graduated with Master’s degree 7 graduated with Master’s degree (second major)
Econometrics and Quantitative Economics	Baylor University external site Waco, Texas	38 graduated with Bachelor’s degree 37 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Financial Mathematics	Arizona State University Campus Immersion external site Tempe, Arizona	77 graduated with Master’s degree
Financial Mathematics	University at Buffalo external site Buffalo, New York	77 graduated with Master’s degree
Information Technology	California State University-Chico external site Chico, California	69 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Mathematics, General	The University of Texas Rio Grande Valley external site Edinburg, Texas	56 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	Rice University external site Houston, Texas	39 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 28 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Business Statistics	Northwood University external site Midland, Michigan	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 74 graduated with Master’s degree
Computer Science	Bunker Hill Community College external site Boston, Massachusetts	0 graduated with Less than one year certificate 76 graduated with Associate’s degree
Computer Science	Smith College external site Northampton, Massachusetts	52 graduated with Bachelor’s degree 24 graduated with Bachelor’s degree (second major)
Data Science, General	Florida State University external site Tallahassee, Florida	76 graduated with Master’s degree
Information Technology	Florida Atlantic University external site Boca Raton, Florida	76 graduated with Master’s degree
Information Technology	Strayer University-Maryland external site Baltimore, Maryland	43 graduated with Less than one year certificate 33 graduated with Bachelor’s degree
Management Science	New Jersey Institute of Technology external site Newark, New Jersey	14 graduated with Postbaccalaureate certificate 59 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Mt San Antonio College external site Walnut, California	76 graduated with Associate’s degree
Applied Mathematics, General	University of Colorado Boulder external site Boulder, Colorado	39 graduated with Bachelor’s degree 26 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Yeshiva University external site New York, New York	75 graduated with Master’s degree
Computer Science	Chicago State University external site Chicago, Illinois	13 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 62 graduated with Master’s degree
Computer Science	Grinnell College external site Grinnell, Iowa	61 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major)
Data Science, General	University of Massachusetts-Amherst external site Amherst, Massachusetts	1 graduated with Less than one year certificate 13 graduated with Postbaccalaureate certificate 61 graduated with Master’s degree
Financial Analytics	Bucknell University external site Lewisburg, Pennsylvania	75 graduated with Bachelor’s degree
Mathematics, General	California State University-Fullerton external site Fullerton, California	65 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree
Mathematics, General	University of Georgia external site Athens, Georgia	51 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Statistics, General	Pennsylvania State University-World Campus external site University Park, Pennsylvania	35 graduated with Postbaccalaureate certificate 40 graduated with Master’s degree
Artificial Intelligence	Florida Atlantic University external site Boca Raton, Florida	7 graduated with Less than one year certificate 23 graduated with Postbaccalaureate certificate 44 graduated with Master’s degree
Business Analytics	Pace University external site New York, New York	73 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Computational Science	University of Georgia external site Athens, Georgia	52 graduated with Less than one year certificate 21 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	California State University-Stanislaus external site Turlock, California	74 graduated with Bachelor’s degree
Financial Mathematics	Indiana University-Bloomington external site Bloomington, Indiana	74 graduated with Master’s degree
Information Technology	California State University-Fullerton external site Fullerton, California	74 graduated with Master’s degree
Management Science	Brandeis University external site Waltham, Massachusetts	58 graduated with Master’s degree 16 graduated with Master’s degree (second major)
Management Science	University of Louisville external site Louisville, Kentucky	52 graduated with Postbaccalaureate certificate 22 graduated with Master’s degree
Business Analytics	Saint Mary's University of Minnesota external site Winona, Minnesota	18 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 12 graduated with Postbaccalaureate certificate 37 graduated with Master’s degree
Computational Mathematics	Ohio State University-Main Campus external site Columbus, Ohio	69 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	University of Louisville external site Louisville, Kentucky	73 graduated with Bachelor’s degree
Computer Science	University of New Orleans external site New Orleans, Louisiana	57 graduated with Bachelor’s degree 9 graduated with Master’s degree 7 graduated with Post-master’s certificate
Econometrics and Quantitative Economics	Bates College external site Lewiston, Maine	59 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major)
Information Technology	Northern Kentucky University external site Highland Heights, Kentucky	71 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Management Science	Ohio University-Main Campus external site Athens, Ohio	60 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major)
Management Science	University of Massachusetts-Boston external site Boston, Massachusetts	67 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Boston College external site Chestnut Hill, Massachusetts	31 graduated with Bachelor’s degree 37 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Michigan State University external site East Lansing, Michigan	51 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computational Science	Pennsylvania State University-World Campus external site University Park, Pennsylvania	4 graduated with Postbaccalaureate certificate 68 graduated with Master’s degree
Computer Science	Middlebury College external site Middlebury, Vermont	57 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major)
Data Analytics, Other	Carnegie Mellon University external site Pittsburgh, Pennsylvania	68 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Data Science, General	William & Mary external site Williamsburg, Virginia	59 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major)
Information Technology	Wilkes Community College external site Wilkesboro, North Carolina	30 graduated with Less than one year certificate 22 graduated with One but less than two years certificate 20 graduated with Associate’s degree
Mathematics, General	North Carolina State University at Raleigh external site Raleigh, North Carolina	52 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Computer Science	Christopher Newport University external site Newport News, Virginia	70 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Clarkson University external site Potsdam, New York	35 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 26 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Data Modeling/Warehousing and Database Administration	Rowan University external site Glassboro, New Jersey	1 graduated with Postbaccalaureate certificate 70 graduated with Master’s degree
Data Science, General	American University external site Washington, District of Columbia	2 graduated with Less than one year certificate 16 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 49 graduated with Master’s degree
Econometrics and Quantitative Economics	DePauw University external site Greencastle, Indiana	60 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Financial Mathematics	Yale University external site New Haven, Connecticut	71 graduated with Master’s degree
Information Technology	Gannon University external site Erie, Pennsylvania	3 graduated with Bachelor’s degree 68 graduated with Master’s degree
Management Science	Drexel University external site Philadelphia, Pennsylvania	32 graduated with Bachelor’s degree 11 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Mt San Jacinto Community College District external site San Jacinto, California	71 graduated with Associate’s degree
Bioinformatics	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	61 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Occidental College external site Los Angeles, California	58 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Financial Mathematics	University of Connecticut external site Storrs, Connecticut	23 graduated with Bachelor’s degree 47 graduated with Master’s degree
Information Technology	Bellevue University external site Bellevue, Nebraska	69 graduated with Bachelor’s degree 1 graduated with Master’s degree
Information Technology	Binghamton University external site Vestal, New York	8 graduated with Bachelor’s degree 62 graduated with Master’s degree
Information Technology	Temple University external site Philadelphia, Pennsylvania	61 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Information Technology	University of West Florida external site Pensacola, Florida	31 graduated with Bachelor’s degree 39 graduated with Master’s degree
Management Science	McDaniel College external site Westminster, Maryland	0 graduated with Postbaccalaureate certificate 70 graduated with Master’s degree
Management Science	Thomas More University external site Crestview Hills, Kentucky	70 graduated with Master’s degree
Mathematics, General	The University of Texas at Dallas external site Richardson, Texas	37 graduated with Bachelor’s degree 5 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Computational and Applied Mathematics	Colorado School of Mines external site Golden, Colorado	44 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Computer Science	Golden Gate University external site San Francisco, California	62 graduated with Less than one year certificate 7 graduated with Master’s degree
Computer Science	Illinois State University external site Normal, Illinois	57 graduated with Bachelor’s degree 12 graduated with Master’s degree
Computer Science	Wesleyan University external site Middletown, Connecticut	47 graduated with Bachelor’s degree 18 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Information Technology	Barstow Community College external site Barstow, California	44 graduated with Less than one year certificate 25 graduated with Associate’s degree
Information Technology	Western Kentucky University external site Bowling Green, Kentucky	69 graduated with Bachelor’s degree
Management Science	Faulkner University external site Montgomery, Alabama	1 graduated with Bachelor’s degree 68 graduated with Master’s degree
Mathematics, General	Orange Coast College external site Costa Mesa, California	69 graduated with Associate’s degree
Mathematics, General	Swarthmore College external site Swarthmore, Pennsylvania	43 graduated with Bachelor’s degree 26 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Rochester external site Rochester, New York	46 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Mathematics, General	West Valley College external site Saratoga, California	4 graduated with Less than one year certificate 65 graduated with Associate’s degree
Computer Science	Maryville University of Saint Louis external site Saint Louis, Missouri	68 graduated with Bachelor’s degree
Computer Science	National University external site San Diego, California	40 graduated with Bachelor’s degree 28 graduated with Master’s degree
Computer Science	University of Idaho external site Moscow, Idaho	3 graduated with Less than one year certificate 44 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 15 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Villanova University external site Villanova, Pennsylvania	49 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree
Computer Science	Williams College external site Williamstown, Massachusetts	62 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Data Science, General	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	42 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 25 graduated with Master’s degree
Data Science, General	University of the Pacific external site Stockton, California	68 graduated with Master’s degree
Financial Mathematics	DePaul University external site Chicago, Illinois	68 graduated with Master’s degree
Information Technology	Craven Community College external site New Bern, North Carolina	42 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 24 graduated with Associate’s degree
Information Technology	Utah State University external site Logan, Utah	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 68 graduated with Bachelor’s degree
Mathematics and Statistics, Other	University of Pennsylvania external site Philadelphia, Pennsylvania	68 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Postbaccalaureate certificate
Mathematics, General	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	30 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 2 graduated with Post-master’s certificate 16 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Pennsylvania external site Philadelphia, Pennsylvania	33 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree 3 graduated with Master’s degree (second major) 7 graduated with Doctor’s degree – research/scholarship
Statistics, General	Northwestern University external site Evanston, Illinois	19 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major) 29 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	The University of the South external site Sewanee, Tennessee	67 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of South Florida external site Tampa, Florida	63 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Economics and Computer Science	Massachusetts Institute of Technology external site Cambridge, Massachusetts	28 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree
Information Technology	Durham Technical Community College external site Durham, North Carolina	29 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 36 graduated with Associate’s degree
Information Technology	Strayer University-North Carolina external site Greensboro, North Carolina	40 graduated with Less than one year certificate 27 graduated with Bachelor’s degree
Mathematics and Statistics	University of California-Los Angeles external site Los Angeles, California	66 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Louisiana State University at Alexandria external site Alexandria, Louisiana	67 graduated with Bachelor’s degree
Mathematics, General	Palomar College external site San Marcos, California	67 graduated with Associate’s degree
Statistics, General	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	56 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Computational Science	University of California-Irvine external site Irvine, California	63 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Bridgewater State University external site Bridgewater, Massachusetts	50 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree
Computer Science	Hofstra University external site Hempstead, New York	46 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 18 graduated with Master’s degree
Computer Science	Ohio University-Main Campus external site Athens, Ohio	59 graduated with Bachelor’s degree 7 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	University of Southern California external site Los Angeles, California	62 graduated with Master’s degree 4 graduated with Post-master’s certificate
Information Technology	Pellissippi State Community College external site Knoxville, Tennessee	8 graduated with Less than one year certificate 58 graduated with Associate’s degree
Management Science	Nova Southeastern University external site Fort Lauderdale, Florida	1 graduated with Postbaccalaureate certificate 65 graduated with Master’s degree
Management Science	Weber State University external site Ogden, Utah	46 graduated with Bachelor’s degree 20 graduated with Master’s degree
Mathematics, General	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	55 graduated with Bachelor’s degree 11 graduated with Master’s degree
Mathematics, General	Moorpark College external site Moorpark, California	66 graduated with Associate’s degree
Mathematics, General	University of Kansas external site Lawrence, Kansas	13 graduated with Less than one year certificate 31 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Kentucky external site Lexington, Kentucky	30 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Williams College external site Williamstown, Massachusetts	36 graduated with Bachelor’s degree 30 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Milwaukee School of Engineering external site Milwaukee, Wisconsin	2 graduated with Less than one year certificate 40 graduated with Postbaccalaureate certificate 23 graduated with Master’s degree
Business Analytics	Illinois Institute of Technology external site Chicago, Illinois	65 graduated with Master’s degree
Business Statistics	Adelphi University external site Garden City, New York	64 graduated with Master’s degree 1 graduated with Post-master’s certificate
Business Statistics	Cornell University external site Ithaca, New York	65 graduated with Master’s degree
Business Statistics	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	65 graduated with Master’s degree
Computational Biology	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	50 graduated with Bachelor’s degree 5 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computer Science	Amherst College external site Amherst, Massachusetts	59 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Science	Touro University external site New York, New York	65 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of San Francisco external site San Francisco, California	31 graduated with Bachelor’s degree 34 graduated with Master’s degree
Financial Mathematics	Boston College external site Chestnut Hill, Massachusetts	65 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	Southern Methodist University external site Dallas, Texas	65 graduated with Master’s degree
Information Technology	Florida SouthWestern State College external site Fort Myers, Florida	54 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 11 graduated with Bachelor’s degree
Information Technology	Mission College external site Santa Clara, California	32 graduated with Less than one year certificate 33 graduated with Associate’s degree
Management Science	Tulane University of Louisiana external site New Orleans, Louisiana	64 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Mathematics, General	San Diego Miramar College external site San Diego, California	65 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	University of Wisconsin-Stout external site Menomonie, Wisconsin	63 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	University of South Alabama external site Mobile, Alabama	58 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Science	Wake Forest University external site Winston-Salem, North Carolina	47 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree
Computer Science	William Jessup University external site Rocklin, California	5 graduated with Bachelor’s degree 59 graduated with Master’s degree
Data Analytics, General	Air Force Institute of Technology-Graduate School of Engineering & Management external site Wright-Patterson AFB, Ohio	62 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Econometrics and Quantitative Economics	Loyola Marymount University external site Los Angeles, California	54 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Pace University external site New York, New York	43 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	37 graduated with Master’s degree 27 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Oklahoma-Norman Campus external site Norman, Oklahoma	43 graduated with Bachelor’s degree 14 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Financial Analytics	Rochester Institute of Technology external site Rochester, New York	64 graduated with Master’s degree
Information Technology	St Petersburg College external site St. Petersburg, Florida	50 graduated with Less than one year certificate 14 graduated with Associate’s degree
Management Science	Boston College external site Chestnut Hill, Massachusetts	64 graduated with Master’s degree
Applied Statistics, General	Arizona State University Digital Immersion external site Scottsdale, Arizona	12 graduated with Postbaccalaureate certificate 51 graduated with Master’s degree
Computer Science	Bradley University external site Peoria, Illinois	38 graduated with Bachelor’s degree 8 graduated with Master’s degree 17 graduated with Master’s degree (second major)
Computer Science	Central Washington University external site Ellensburg, Washington	58 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Science	Connecticut State Community College external site New Britain, Connecticut	0 graduated with Less than one year certificate 63 graduated with Associate’s degree
Data Analytics, Other	Syracuse University external site Syracuse, New York	50 graduated with Bachelor’s degree 4 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Econometrics and Quantitative Economics	Grinnell College external site Grinnell, Iowa	46 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major)
Financial Mathematics	Golden Gate University external site San Francisco, California	63 graduated with Master’s degree
Information Technology	Beaufort County Community College external site Washington, North Carolina	53 graduated with Less than one year certificate 10 graduated with Associate’s degree
Information Technology	William Paterson University of New Jersey external site Wayne, New Jersey	63 graduated with Bachelor’s degree
Management Science	Kansas State University external site Manhattan, Kansas	28 graduated with Less than one year certificate 2 graduated with Postbaccalaureate certificate 33 graduated with Master’s degree
Mathematics, General	Saddleback College external site Mission Viejo, California	63 graduated with Associate’s degree
Mathematics, General	Tulane University of Louisiana external site New Orleans, Louisiana	44 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Illinois Chicago external site Chicago, Illinois	31 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 23 graduated with Doctor’s degree – research/scholarship
Statistics, General	San Diego State University external site San Diego, California	52 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Business Analytics	Boise State University external site Boise, Idaho	0 graduated with Less than 12 weeks certificate 56 graduated with Less than one year certificate 6 graduated with Bachelor’s degree
Business Analytics	Lehigh University external site Bethlehem, Pennsylvania	3 graduated with Less than one year certificate 29 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 26 graduated with Master’s degree
Business Analytics	Wright State University-Main Campus external site Dayton, Ohio	5 graduated with Postbaccalaureate certificate 57 graduated with Master’s degree
Business Statistics	University of Southern California external site Los Angeles, California	44 graduated with Master’s degree 18 graduated with Post-master’s certificate
Computer Science	Bellevue College external site Bellevue, Washington	62 graduated with Bachelor’s degree
Computer Science	University of Maine external site Orono, Maine	55 graduated with Bachelor’s degree 5 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Northeastern University Professional Programs external site Boston, Massachusetts	0 graduated with Bachelor’s degree 62 graduated with Master’s degree
Information Technology	DeVry University-Georgia external site Decatur, Georgia	0 graduated with Less than one year certificate 45 graduated with Associate’s degree 17 graduated with Bachelor’s degree
Management Science	Walsh College external site Troy, Michigan	39 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 23 graduated with Master’s degree
Statistics, General	Stanford University external site Stanford, California	45 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Business Analytics	University of Houston external site Houston, Texas	61 graduated with Master’s degree
Business Analytics	University of North Florida external site Jacksonville, Florida	0 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 58 graduated with Master’s degree
Business Statistics	Hofstra University external site Hempstead, New York	12 graduated with Bachelor’s degree 49 graduated with Master’s degree
Data Analytics, General	Drake University external site Des Moines, Iowa	21 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 5 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Econometrics and Quantitative Economics	Washington State University external site Pullman, Washington	44 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Management Science	Utah State University external site Logan, Utah	44 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree
Mathematics, General	Bakersfield College external site Bakersfield, California	61 graduated with Associate’s degree
Mathematics, General	California State University-San Bernardino external site San Bernardino, California	55 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Mathematics, General	Georgia State University external site Atlanta, Georgia	21 graduated with Bachelor’s degree 40 graduated with Master’s degree
Mathematics, General	Tufts University external site Medford, Massachusetts	25 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Iowa external site Iowa City, Iowa	44 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of North Carolina at Charlotte external site Charlotte, North Carolina	45 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree
Business Analytics	Babson College external site Wellesley, Massachusetts	60 graduated with Master’s degree
Business Analytics	University of San Diego external site San Diego, California	23 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major) 23 graduated with Master’s degree
Computational and Applied Mathematics	University of Washington-Seattle Campus external site Seattle, Washington	60 graduated with Master’s degree
Computational Science	University of Oklahoma-Norman Campus external site Norman, Oklahoma	2 graduated with Less than one year certificate 4 graduated with Postbaccalaureate certificate 54 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computational Science	Washington State University external site Pullman, Washington	60 graduated with Bachelor’s degree
Computer Science	Gonzaga University external site Spokane, Washington	58 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Data Analytics, General	Virginia Commonwealth University external site Richmond, Virginia	60 graduated with Master’s degree
Econometrics and Quantitative Economics	Davidson College external site Davidson, North Carolina	51 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Information Technology	Cerro Coso Community College external site Ridgecrest, California	31 graduated with Less than one year certificate 15 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Mathematics and Statistics	The University of Texas at Arlington external site Arlington, Texas	60 graduated with Master’s degree
Mathematics, General	Rensselaer Polytechnic Institute external site Troy, New York	57 graduated with Bachelor’s degree 0 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Business Analytics	Concordia University-Wisconsin external site Mequon, Wisconsin	5 graduated with Bachelor’s degree 54 graduated with Master’s degree
Business Statistics	University of St Thomas external site Saint Paul, Minnesota	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 18 graduated with Postbaccalaureate certificate 39 graduated with Master’s degree
Computer Science	California State University-Bakersfield external site Bakersfield, California	59 graduated with Bachelor’s degree
Computer Science	City College of San Francisco external site San Francisco, California	59 graduated with Associate’s degree
Computer Science	Davenport University external site Grand Rapids, Michigan	9 graduated with Associate’s degree 43 graduated with Bachelor’s degree 7 graduated with Master’s degree
Data Analytics, General	University of Houston-Downtown external site Houston, Texas	8 graduated with Postbaccalaureate certificate 51 graduated with Master’s degree
Data Science, General	University of Oregon external site Eugene, Oregon	54 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Carnegie Mellon University external site Pittsburgh, Pennsylvania	49 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Oberlin College external site Oberlin, Ohio	48 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Rice University external site Houston, Texas	36 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree
Econometrics and Quantitative Economics	Syracuse University external site Syracuse, New York	43 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree 0 graduated with Post-master’s certificate 7 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Nebraska-Lincoln external site Lincoln, Nebraska	37 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	University of Cincinnati-Main Campus external site Cincinnati, Ohio	12 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 44 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Information Technology	Fresno City College external site Fresno, California	28 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 31 graduated with Associate’s degree
Information Technology	Richmond Community College external site Hamlet, North Carolina	50 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Information Technology	University of St Thomas external site Saint Paul, Minnesota	0 graduated with Bachelor’s degree 23 graduated with Postbaccalaureate certificate 34 graduated with Master’s degree 2 graduated with Master’s degree (second major) 0 graduated with Post-master’s certificate
Management Science	Miami Dade College external site Miami, Florida	59 graduated with Less than one year certificate
Mathematics, General	College of San Mateo external site San Mateo, California	59 graduated with Associate’s degree
Mathematics, General	Dartmouth College external site Hanover, New Hampshire	41 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Utah external site Salt Lake City, Utah	45 graduated with Bachelor’s degree 6 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	Michigan Technological University external site Houghton, Michigan	41 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree
Applied Statistics, General	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	58 graduated with Master’s degree
Data Science, General	University of Maryland-College Park external site College Park, Maryland	58 graduated with Master’s degree
Information Technology	Marymount University external site Arlington, Virginia	30 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 26 graduated with Master’s degree
Mathematics and Computer Science	Washington University in St Louis external site St. Louis, Missouri	51 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Mathematics, General	Chabot College external site Hayward, California	58 graduated with Associate’s degree
Mathematics, General	College of the Holy Cross external site Worcester, Massachusetts	47 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Mathematics, General	East Los Angeles College external site Monterey Park, California	58 graduated with Associate’s degree
Mathematics, General	Glendale Community College external site Glendale, California	58 graduated with Associate’s degree
Mathematics, General	Santa Rosa Junior College external site Santa Rosa, California	58 graduated with Associate’s degree
Business Analytics	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	57 graduated with Master’s degree
Business Statistics	Westcliff University external site Irvine, California	57 graduated with Master’s degree
Computational Biology	University of Southern California external site Los Angeles, California	34 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computer Science	Auburn University external site Auburn, Alabama	57 graduated with Bachelor’s degree
Computer Science	Baylor University external site Waco, Texas	39 graduated with Bachelor’s degree 12 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Mt San Jacinto Community College District external site San Jacinto, California	57 graduated with Associate’s degree
Computer Science	Sonoma State University external site Rohnert Park, California	55 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	University of West Florida external site Pensacola, Florida	57 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Austin Peay State University external site Clarksville, Tennessee	0 graduated with Postbaccalaureate certificate 57 graduated with Master’s degree
Data Science, General	Rice University external site Houston, Texas	57 graduated with Master’s degree
Econometrics and Quantitative Economics	Macalester College external site Saint Paul, Minnesota	45 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Pennsylvania State University-World Campus external site University Park, Pennsylvania	57 graduated with Bachelor’s degree
Financial Mathematics	University of Kentucky external site Lexington, Kentucky	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 45 graduated with Master’s degree
Information Technology	East Los Angeles College external site Monterey Park, California	30 graduated with Less than one year certificate 27 graduated with Associate’s degree
Information Technology	Hillsborough College external site Tampa, Florida	45 graduated with Less than one year certificate 12 graduated with Associate’s degree
Information Technology	Seton Hall University external site South Orange, New Jersey	20 graduated with Bachelor’s degree 33 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Management Science	California State Polytechnic University-Pomona external site Pomona, California	57 graduated with Master’s degree
Mathematics, General	Rice University external site Houston, Texas	30 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Rochester Institute of Technology external site Rochester, New York	37 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Business Analytics	University of the Pacific external site Stockton, California	56 graduated with Master’s degree
Business Statistics	Wilmington University external site New Castle, Delaware	56 graduated with Master’s degree
Computational Science	Montclair State University external site Montclair, New Jersey	11 graduated with Bachelor’s degree 45 graduated with Master’s degree
Computer Science	Saint Cloud State University external site Saint Cloud, Minnesota	45 graduated with Bachelor’s degree 11 graduated with Master’s degree
Computer Science	UCNJ Union College of Union County, New Jersey external site Cranford, New Jersey	56 graduated with Associate’s degree
Data Analytics, General	Arizona State University Campus Immersion external site Tempe, Arizona	54 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Data Analytics, General	University of Maryland Global Campus external site Adelphi, Maryland	56 graduated with Two but less than 4 years certificate
Data Science, General	Kent State University at Kent external site Kent, Ohio	56 graduated with Master’s degree
Econometrics and Quantitative Economics	Gettysburg College external site Gettysburg, Pennsylvania	49 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	James Madison University external site Harrisonburg, Virginia	54 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Technology	Sandhills Community College external site Pinehurst, North Carolina	37 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 19 graduated with Associate’s degree
Information Technology	Strayer University-South Carolina external site Greenville, South Carolina	30 graduated with Less than one year certificate 26 graduated with Bachelor’s degree
Management Science	The University of Texas at Austin external site Austin, Texas	49 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Clovis Community College external site Fresno, California	56 graduated with Associate’s degree
Mathematics, General	Indiana University-Bloomington external site Bloomington, Indiana	36 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Statistics, General	Boston University external site Boston, Massachusetts	48 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Business Analytics	Franklin University external site Columbus, Ohio	0 graduated with One but less than two years certificate 55 graduated with Master’s degree
Computer Science	DePauw University external site Greencastle, Indiana	51 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Franklin University external site Columbus, Ohio	8 graduated with Associate’s degree 32 graduated with Bachelor’s degree 15 graduated with Master’s degree
Computer Science	Pennsylvania State University-Penn State Abington external site Abington, Pennsylvania	55 graduated with Bachelor’s degree
Computer Science	University of Tulsa external site Tulsa, Oklahoma	32 graduated with Bachelor’s degree 18 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	California Lutheran University external site Thousand Oaks, California	55 graduated with Master’s degree
Information Technology	Cameron University external site Lawton, Oklahoma	30 graduated with Associate’s degree 25 graduated with Bachelor’s degree
Information Technology	Colorado Mountain College external site Glenwood Springs, Colorado	46 graduated with Less than 12 weeks certificate 9 graduated with Associate’s degree
Information Technology	Erie Community College external site Buffalo, New York	55 graduated with Associate’s degree
Information Technology	Mitchell Community College external site Statesville, North Carolina	33 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 19 graduated with Associate’s degree
Information Technology	Rensselaer Polytechnic Institute external site Troy, New York	26 graduated with Bachelor’s degree 29 graduated with Master’s degree
Information Technology	St. Francis College external site Brooklyn, New York	0 graduated with Bachelor’s degree 55 graduated with Master’s degree
Information Technology	Walsh College external site Troy, Michigan	43 graduated with Bachelor’s degree 12 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Management Science	Carl Albert State College external site Poteau, Oklahoma	55 graduated with Associate’s degree
Management Science	Chapman University external site Orange, California	55 graduated with Master’s degree
Management Science	Florida State University external site Tallahassee, Florida	55 graduated with Master’s degree
Management Science	Loyola University Chicago external site Chicago, Illinois	29 graduated with Postbaccalaureate certificate 26 graduated with Master’s degree
Management Science	University of Massachusetts-Lowell external site Lowell, Massachusetts	19 graduated with Postbaccalaureate certificate 36 graduated with Master’s degree
Mathematics, General	University of Massachusetts-Lowell external site Lowell, Massachusetts	41 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Mathematics, General	University of Rhode Island external site Kingston, Rhode Island	36 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	William & Mary external site Williamsburg, Virginia	35 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major)
Bioinformatics	Boston University external site Boston, Massachusetts	49 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	42 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	Citrus College external site Glendora, California	54 graduated with Associate’s degree
Computer Science	Clovis Community College external site Fresno, California	54 graduated with Associate’s degree
Computer Science	Harvey Mudd College external site Claremont, California	54 graduated with Bachelor’s degree
Computer Science	Marist University external site Poughkeepsie, New York	54 graduated with Bachelor’s degree
Data Analytics, General	Kennesaw State University external site Kennesaw, Georgia	54 graduated with Postbaccalaureate certificate
Data Science, General	Fordham University external site Bronx, New York	4 graduated with Postbaccalaureate certificate 50 graduated with Master’s degree
Data Science, General	The University of Texas at Dallas external site Richardson, Texas	54 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Technology	Gaston College external site Dallas, North Carolina	25 graduated with Less than one year certificate 29 graduated with Associate’s degree
Information Technology	Golden Gate University external site San Francisco, California	3 graduated with Postbaccalaureate certificate 51 graduated with Master’s degree
Information Technology	Utah Tech University external site Saint George, Utah	31 graduated with Less than one year certificate 12 graduated with Associate’s degree 11 graduated with Bachelor’s degree
Mathematics and Computer Science	Harvey Mudd College external site Claremont, California	54 graduated with Bachelor’s degree
Mathematics, General	University of Missouri-Columbia external site Columbia, Missouri	45 graduated with Bachelor’s degree 1 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Statistics, General	Purdue University-Main Campus external site West Lafayette, Indiana	7 graduated with Postbaccalaureate certificate 36 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Rochester external site Rochester, New York	36 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Houston City College external site Houston, Texas	51 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Business Analytics	Quinnipiac University external site Hamden, Connecticut	18 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 30 graduated with Master’s degree
Business Analytics	Webster University external site Saint Louis, Missouri	53 graduated with Master’s degree
Econometrics and Quantitative Economics	Massachusetts Institute of Technology external site Cambridge, Massachusetts	7 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 20 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Information Technology	University of California-Riverside external site Riverside, California	53 graduated with Bachelor’s degree
Management Science	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Bachelor’s degree 52 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Fullerton College external site Fullerton, California	53 graduated with Associate’s degree
Statistics, General	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	31 graduated with Bachelor’s degree 8 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	North Carolina State University at Raleigh external site Raleigh, North Carolina	32 graduated with Bachelor’s degree 15 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Science	Front Range Community College external site Westminster, Colorado	52 graduated with Associate’s degree
Computer Science	University of San Diego external site San Diego, California	51 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Duke University external site Durham, North Carolina	52 graduated with Master’s degree
Data Science, General	Smith College external site Northampton, Massachusetts	33 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major)
Data Science, General	Willamette University external site Salem, Oregon	12 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 3 graduated with Postbaccalaureate certificate 28 graduated with Master’s degree
Econometrics and Quantitative Economics	Pomona College external site Claremont, California	49 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	RAND School of Public Policy external site Santa Monica, California	36 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of California-Santa Cruz external site Santa Cruz, California	18 graduated with Bachelor’s degree 20 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Information Technology	Murray State University external site Murray, Kentucky	5 graduated with Bachelor’s degree 47 graduated with Master’s degree
Information Technology	Strayer University-Pennsylvania external site Philadelphia, Pennsylvania	36 graduated with Less than one year certificate 16 graduated with Bachelor’s degree
Information Technology	University of North America external site Fairfax, Virginia	1 graduated with Bachelor’s degree 51 graduated with Master’s degree
Management Science	University of Arkansas at Little Rock external site Little Rock, Arkansas	2 graduated with Less than one year certificate 12 graduated with Bachelor’s degree 16 graduated with Postbaccalaureate certificate 22 graduated with Master’s degree
Management Science	University of Dayton external site Dayton, Ohio	1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 51 graduated with Master’s degree
Mathematics, General	Cabrillo College external site Aptos, California	52 graduated with Associate’s degree
Mathematics, General	California State University-Sacramento external site Sacramento, California	44 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Mathematics, General	Georgetown University external site Washington, District of Columbia	44 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Statistics, General	University of Central Florida external site Orlando, Florida	32 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	San Jose State University external site San Jose, California	50 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computational and Applied Mathematics	Stanford University external site Stanford, California	42 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Computer Science	Irvine Valley College external site Irvine, California	51 graduated with Associate’s degree
Computer Science	Palomar College external site San Marcos, California	28 graduated with Less than one year certificate 23 graduated with Associate’s degree
Computer Science	San Diego Miramar College external site San Diego, California	51 graduated with Associate’s degree
Computer Science	Tacoma Community College external site Tacoma, Washington	51 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	University of Pennsylvania external site Philadelphia, Pennsylvania	51 graduated with Master’s degree
Data Science, General	Brigham Young University-Idaho external site Rexburg, Idaho	51 graduated with Less than one year certificate
Data Science, General	Middle Tennessee State University external site Murfreesboro, Tennessee	25 graduated with Bachelor’s degree 8 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Econometrics and Quantitative Economics	San Jose State University external site San Jose, California	35 graduated with Bachelor’s degree 16 graduated with Master’s degree
Econometrics and Quantitative Economics	Spelman College external site Atlanta, Georgia	51 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	United States Military Academy external site West Point, New York	51 graduated with Bachelor’s degree
Financial Mathematics	George Washington University external site Washington, District of Columbia	51 graduated with Master’s degree
Information Technology	Catawba Valley Community College external site Hickory, North Carolina	25 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 24 graduated with Associate’s degree
Information Technology	Daytona State College external site Daytona Beach, Florida	0 graduated with Less than 12 weeks certificate 8 graduated with Less than one year certificate 14 graduated with Associate’s degree 29 graduated with Bachelor’s degree
Management Science	Belmont University external site Nashville, Tennessee	11 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 38 graduated with Master’s degree
Mathematics, General	City College of San Francisco external site San Francisco, California	51 graduated with Associate’s degree
Mathematics, General	Colorado State University-Fort Collins external site Fort Collins, Colorado	28 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Gannon University external site Erie, Pennsylvania	50 graduated with Master’s degree
Computational and Applied Mathematics	Brigham Young University external site Provo, Utah	48 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Folsom Lake College external site Folsom, California	50 graduated with Associate’s degree
Computer Science	Kettering University external site Flint, Michigan	45 graduated with Bachelor’s degree 5 graduated with Master’s degree
Data Analytics, General	Anderson University external site Anderson, South Carolina	50 graduated with Master’s degree
Data Analytics, General	Westcliff University external site Irvine, California	0 graduated with Postbaccalaureate certificate 50 graduated with Master’s degree
Data Science, General	Monroe University external site Bronx, New York	38 graduated with Master’s degree 12 graduated with Post-master’s certificate
Econometrics and Quantitative Economics	St Olaf College external site Northfield, Minnesota	40 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Richmond external site University of Richmond, Virginia	41 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Information Technology	Brunswick Community College external site Bolivia, North Carolina	26 graduated with Less than one year certificate 10 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Information Technology	East Carolina University external site Greenville, North Carolina	50 graduated with Bachelor’s degree
Information Technology	Phoenix College external site Phoenix, Arizona	50 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Illinois Chicago external site Chicago, Illinois	50 graduated with Bachelor’s degree
Mathematics, General	Bowdoin College external site Brunswick, Maine	23 graduated with Bachelor’s degree 27 graduated with Bachelor’s degree (second major)
Mathematics, General	Brigham Young University external site Provo, Utah	26 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 18 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Chaffey College external site Rancho Cucamonga, California	50 graduated with Associate’s degree
Mathematics, General	Citrus College external site Glendora, California	50 graduated with Associate’s degree
Mathematics, General	Skyline College external site San Bruno, California	50 graduated with Associate’s degree
Mathematics, General	Washington University in St Louis external site St. Louis, Missouri	25 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	Johns Hopkins University external site Baltimore, Maryland	2 graduated with Postbaccalaureate certificate 47 graduated with Master’s degree
Business Analytics	Bellevue University external site Bellevue, Nebraska	15 graduated with Bachelor’s degree 34 graduated with Master’s degree
Business Analytics	Texas Christian University external site Fort Worth, Texas	49 graduated with Master’s degree
Business Analytics	University of New Hampshire-Main Campus external site Durham, New Hampshire	6 graduated with Postbaccalaureate certificate 43 graduated with Master’s degree
Business Statistics	Indiana University-Bloomington external site Bloomington, Indiana	49 graduated with Master’s degree
Computer Science	Montgomery County Community College external site Blue Bell, Pennsylvania	49 graduated with Associate’s degree
Data Analytics, General	Franklin University external site Columbus, Ohio	18 graduated with Postbaccalaureate certificate 31 graduated with Master’s degree
Data Analytics, General	The University of Texas at San Antonio external site San Antonio, Texas	49 graduated with Master’s degree
Data Science, General	Stony Brook University external site Stony Brook, New York	0 graduated with Bachelor’s degree 47 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Financial Analytics	Drexel University external site Philadelphia, Pennsylvania	49 graduated with Master’s degree
Financial Analytics	University of Maryland-College Park external site College Park, Maryland	49 graduated with Master’s degree
Financial Mathematics	Florida State University external site Tallahassee, Florida	49 graduated with Master’s degree
Information Technology	Northeastern University Professional Programs external site Boston, Massachusetts	46 graduated with Bachelor’s degree 3 graduated with Master’s degree
Management Science	Saginaw Valley State University external site University Center, Michigan	25 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree
Mathematics and Computer Science	University of California-Irvine external site Irvine, California	49 graduated with Bachelor’s degree
Mathematics, General	Los Angeles Valley College external site Valley Glen, California	49 graduated with Associate’s degree
Mathematics, General	Montana State University external site Bozeman, Montana	20 graduated with Bachelor’s degree 28 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Portland State University external site Portland, Oregon	36 graduated with Bachelor’s degree 11 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	The University of Texas at Arlington external site Arlington, Texas	25 graduated with Bachelor’s degree 6 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Missouri-Columbia external site Columbia, Missouri	11 graduated with Less than one year certificate 31 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Auburn University external site Auburn, Alabama	43 graduated with Less than one year certificate 4 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Bioinformatics	Brandeis University external site Waltham, Massachusetts	48 graduated with Master’s degree
Computer Science	CUNY New York City College of Technology external site Brooklyn, New York	48 graduated with Associate’s degree
Computer Science	Texas A&M University-San Antonio external site San Antonio, Texas	36 graduated with Bachelor’s degree 12 graduated with Master’s degree
Econometrics and Quantitative Economics	Hobart William Smith Colleges external site Geneva, New York	39 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of California-Irvine external site Irvine, California	31 graduated with Bachelor’s degree 5 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	East Texas A&M University external site Commerce, Texas	32 graduated with Bachelor’s degree 16 graduated with Master’s degree
Financial Mathematics	Georgia State University external site Atlanta, Georgia	0 graduated with Postbaccalaureate certificate 48 graduated with Master’s degree
Management Science	Harvard University external site Cambridge, Massachusetts	48 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Management Science	Rutgers University-Camden external site Camden, New Jersey	48 graduated with Master’s degree
Mathematics, General	Central New Mexico Community College external site Albuquerque, New Mexico	48 graduated with Associate’s degree
Mathematics, General	Hamilton College external site Clinton, New York	23 graduated with Bachelor’s degree 25 graduated with Bachelor’s degree (second major)
Mathematics, General	Oregon State University external site Corvallis, Oregon	33 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Sierra College external site Rocklin, California	48 graduated with Associate’s degree
Mathematics, General	University of Central Florida external site Orlando, Florida	48 graduated with Bachelor’s degree
Mathematics, General	University of Maryland-Baltimore County external site Baltimore, Maryland	45 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Wesleyan University external site Middletown, Connecticut	27 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	Kansas State University external site Manhattan, Kansas	15 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 23 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Business Statistics	Suffolk University external site Boston, Massachusetts	47 graduated with Master’s degree
Computer Science	Ball State University external site Muncie, Indiana	46 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Computer Science	Bowdoin College external site Brunswick, Maine	42 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Colby College external site Waterville, Maine	34 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major)
Computer Science	Foothill College external site Los Altos Hills, California	47 graduated with Associate’s degree
Computer Science	Grand Canyon University external site Phoenix, Arizona	31 graduated with Bachelor’s degree 16 graduated with Master’s degree
Computer Science	Mount Holyoke College external site South Hadley, Massachusetts	44 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Stockton University external site Galloway, New Jersey	47 graduated with Bachelor’s degree
Data Science, General	Texas A&M University-College Station external site College Station, Texas	47 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Missouri-Columbia external site Columbia, Missouri	38 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	University of Iowa external site Iowa City, Iowa	46 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Information Technology	Lenoir Community College external site Kinston, North Carolina	26 graduated with Less than one year certificate 6 graduated with One but less than two years certificate 15 graduated with Associate’s degree
Information Technology	Northshore Technical Community College external site Lacombe, Louisiana	47 graduated with Associate’s degree
Information Technology	University of New Hampshire at Manchester external site Manchester, New Hampshire	47 graduated with Master’s degree
Information Technology	Weber State University external site Ogden, Utah	10 graduated with Associate’s degree 37 graduated with Bachelor’s degree
Management Science	Brigham Young University-Idaho external site Rexburg, Idaho	47 graduated with Bachelor’s degree
Management Science	Shenandoah University external site Winchester, Virginia	47 graduated with Master’s degree
Mathematics, General	Appalachian State University external site Boone, North Carolina	32 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree
Mathematics, General	Carnegie Mellon University external site Pittsburgh, Pennsylvania	23 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	San Diego State University external site San Diego, California	39 graduated with Bachelor’s degree 8 graduated with Master’s degree
Mathematics, General	University of Northern Iowa external site Cedar Falls, Iowa	19 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 24 graduated with Master’s degree
Business Analytics	University of Maryland Global Campus external site Adelphi, Maryland	16 graduated with Two but less than 4 years certificate 30 graduated with Postbaccalaureate certificate
Business Analytics	University of Wisconsin-Whitewater external site Whitewater, Wisconsin	19 graduated with Bachelor’s degree 27 graduated with Master’s degree
Business Statistics	Texas A&M University-College Station external site College Station, Texas	0 graduated with Postbaccalaureate certificate 46 graduated with Master’s degree
Computational Science	Chapman University external site Orange, California	25 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computational Science	CUNY Graduate School and University Center external site New York, New York	5 graduated with Postbaccalaureate certificate 41 graduated with Master’s degree
Computer Science	Cypress College external site Cypress, California	46 graduated with Associate’s degree
Computer Science	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	39 graduated with Bachelor’s degree 7 graduated with Master’s degree
Computer Science	Milwaukee School of Engineering external site Milwaukee, Wisconsin	46 graduated with Bachelor’s degree
Computer Science	Moorpark College external site Moorpark, California	46 graduated with Associate’s degree
Computer Science	Ohlone College external site Fremont, California	30 graduated with Less than one year certificate 16 graduated with Associate’s degree
Financial Analytics	University of Central Florida external site Orlando, Florida	46 graduated with Master’s degree
Financial Mathematics	Brandeis University external site Waltham, Massachusetts	46 graduated with Master’s degree
Financial Mathematics	University of California-Los Angeles external site Los Angeles, California	43 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Information Technology	Nash Community College external site Rocky Mount, North Carolina	33 graduated with Less than one year certificate 13 graduated with Associate’s degree
Information Technology	Suffolk County Community College external site Selden, New York	2 graduated with One but less than two years certificate 44 graduated with Associate’s degree
Management Science	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	1 graduated with Postbaccalaureate certificate 45 graduated with Master’s degree
Management Science	Southern Connecticut State University external site New Haven, Connecticut	46 graduated with Master’s degree
Mathematics, General	George Mason University external site Fairfax, Virginia	33 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Rowan University external site Glassboro, New Jersey	44 graduated with Bachelor’s degree 2 graduated with Master’s degree
Mathematics, General	University of Memphis external site Memphis, Tennessee	12 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Statistics, General	California State University-East Bay external site Hayward, California	6 graduated with Bachelor’s degree 40 graduated with Master’s degree
Statistics, General	Michigan State University external site East Lansing, Michigan	29 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of North Carolina at Charlotte external site Charlotte, North Carolina	6 graduated with Postbaccalaureate certificate 31 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Business Statistics	St. John's University-New York external site Queens, New York	26 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Computational and Applied Mathematics	University of Chicago external site Chicago, Illinois	43 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	El Camino Community College District external site Torrance, California	45 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Southwestern College external site Chula Vista, California	45 graduated with Associate’s degree
Computer Science	University of Wyoming external site Laramie, Wyoming	37 graduated with Bachelor’s degree 5 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Data Science, General	University of Connecticut external site Storrs, Connecticut	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 35 graduated with Master’s degree
Econometrics and Quantitative Economics	Centre College external site Danville, Kentucky	44 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Financial Mathematics	University of Houston external site Houston, Texas	45 graduated with Master’s degree
Information Technology	Butte College external site Oroville, California	29 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 13 graduated with Associate’s degree
Information Technology	Carteret Community College external site Morehead City, North Carolina	33 graduated with Less than one year certificate 12 graduated with Associate’s degree
Information Technology	Kapiolani Community College external site Honolulu, Hawaii	1 graduated with Less than one year certificate 23 graduated with One but less than two years certificate 21 graduated with Associate’s degree
Information Technology	Long Beach City College external site Long Beach, California	15 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 30 graduated with Associate’s degree
Information Technology	San Joaquin Valley College-Visalia external site Visalia, California	0 graduated with Less than one year certificate 20 graduated with One but less than two years certificate 25 graduated with Associate’s degree
Information Technology	Santa Monica College external site Santa Monica, California	45 graduated with Less than one year certificate
Information Technology	University of Georgia external site Athens, Georgia	45 graduated with Less than one year certificate
Mathematics, General	Cuesta College external site San Luis Obispo, California	45 graduated with Associate’s degree
Mathematics, General	Long Beach City College external site Long Beach, California	45 graduated with Associate’s degree
Mathematics, General	Los Angeles City College external site Los Angeles, California	45 graduated with Associate’s degree
Mathematics, General	University of Notre Dame external site Notre Dame, Indiana	16 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Oregon external site Eugene, Oregon	28 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Wake Forest University external site Winston-Salem, North Carolina	24 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree
Bioinformatics	New York University external site New York, New York	0 graduated with Postbaccalaureate certificate 44 graduated with Master’s degree
Business Statistics	North Carolina State University at Raleigh external site Raleigh, North Carolina	44 graduated with Postbaccalaureate certificate
Computer Science	Allan Hancock College external site Santa Maria, California	44 graduated with Associate’s degree
Computer Science	Augustana College external site Rock Island, Illinois	33 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Computer Science	Quinnipiac University external site Hamden, Connecticut	33 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Computer Science	The College of Wooster external site Wooster, Ohio	40 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	University of Advancing Technology external site Tempe, Arizona	25 graduated with Associate’s degree 19 graduated with Bachelor’s degree
Computer Science	Yuba College external site Marysville, California	18 graduated with Less than one year certificate 26 graduated with Associate’s degree
Data Science, General	Brown University external site Providence, Rhode Island	44 graduated with Master’s degree
Data Science, General	South Dakota State University external site Brookings, South Dakota	0 graduated with Associate’s degree 27 graduated with Bachelor’s degree 4 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Econometrics and Quantitative Economics	Haverford College external site Haverford, Pennsylvania	42 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Financial Mathematics	Clark University external site Worcester, Massachusetts	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 33 graduated with Master’s degree
Information Technology	County College of Morris external site Randolph, New Jersey	44 graduated with Associate’s degree
Information Technology	Merced College external site Merced, California	9 graduated with Less than one year certificate 7 graduated with One but less than two years certificate 28 graduated with Associate’s degree
Information Technology	Mt San Antonio College external site Walnut, California	36 graduated with Less than one year certificate 8 graduated with Associate’s degree
Information Technology	Strayer University-Tennessee external site Nashville, Tennessee	27 graduated with Less than one year certificate 17 graduated with Bachelor’s degree
Information Technology	Valley College-Martinsburg external site Martinsburg, West Virginia	44 graduated with One but less than two years certificate
Management Science	Farmingdale State College external site Farmingdale, New York	44 graduated with Bachelor’s degree
Management Science	San Diego State University external site San Diego, California	44 graduated with Master’s degree
Management Science	University of Michigan-Dearborn external site Dearborn, Michigan	28 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree
Mathematics and Statistics, Other	Fordham University external site Bronx, New York	39 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Cypress College external site Cypress, California	44 graduated with Associate’s degree
Mathematics, General	Golden West College external site Huntington Beach, California	44 graduated with Associate’s degree
Mathematics, General	Grand Valley State University external site Allendale, Michigan	42 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Hartnell College external site Salinas, California	44 graduated with Associate’s degree
Mathematics, General	Northwest Missouri State University external site Maryville, Missouri	7 graduated with Bachelor’s degree 37 graduated with Master’s degree
Mathematics, General	Riverside City College external site Riverside, California	44 graduated with Associate’s degree
Mathematics, General	University at Albany external site Albany, New York	28 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of California-Santa Cruz external site Santa Cruz, California	33 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Utah Valley University external site Orem, Utah	38 graduated with Associate’s degree 6 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Statistics, General	University of Georgia external site Athens, Georgia	26 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	San Jose State University external site San Jose, California	43 graduated with Master’s degree
Business Analytics	New York University external site New York, New York	43 graduated with Master’s degree
Business Statistics	University of Hartford external site West Hartford, Connecticut	3 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 37 graduated with Master’s degree
Computer Science	American River College external site Sacramento, California	43 graduated with Associate’s degree
Computer Science	Bakersfield College external site Bakersfield, California	0 graduated with One but less than two years certificate 43 graduated with Associate’s degree
Computer Science	College of San Mateo external site San Mateo, California	43 graduated with Associate’s degree
Computer Science	Pennsylvania Western University external site California, Pennsylvania	43 graduated with Bachelor’s degree
Computer Science	University of St Thomas external site Saint Paul, Minnesota	43 graduated with Bachelor’s degree
Computer Science	Youngstown State University external site Youngstown, Ohio	42 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Data Analytics, General	Maryville University of Saint Louis external site Saint Louis, Missouri	43 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Bellevue College external site Bellevue, Washington	11 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 32 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Wayne State University external site Detroit, Michigan	43 graduated with Master’s degree
Data Science, General	Tufts University external site Medford, Massachusetts	9 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 34 graduated with Master’s degree
Data Science, General	University of Delaware external site Newark, Delaware	43 graduated with Master’s degree
Financial Mathematics	CUNY Bernard M Baruch College external site New York, New York	20 graduated with Bachelor’s degree 23 graduated with Master’s degree
Information Technology	Marquette University external site Milwaukee, Wisconsin	14 graduated with Bachelor’s degree 29 graduated with Bachelor’s degree (second major)
Management Science	Governors State University external site University Park, Illinois	40 graduated with Master’s degree 3 graduated with Post-master’s certificate
Management Science	Saint Leo University external site Saint Leo, Florida	43 graduated with Master’s degree
Management Science	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	0 graduated with Postbaccalaureate certificate 43 graduated with Master’s degree
Mathematics, General	California State University-Fresno external site Fresno, California	35 graduated with Bachelor’s degree 8 graduated with Master’s degree
Mathematics, General	California State University-Northridge external site Northridge, California	29 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree
Mathematics, General	Grinnell College external site Grinnell, Iowa	19 graduated with Bachelor’s degree 24 graduated with Bachelor’s degree (second major)
Mathematics, General	Princeton University external site Princeton, New Jersey	22 graduated with Bachelor’s degree 7 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Villanova University external site Villanova, Pennsylvania	31 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree 0 graduated with Post-master’s certificate
Artificial Intelligence	Maryville University of Saint Louis external site Saint Louis, Missouri	10 graduated with Less than one year certificate 17 graduated with Postbaccalaureate certificate 15 graduated with Master’s degree
Artificial Intelligence	University of Washington-Seattle Campus external site Seattle, Washington	42 graduated with Master’s degree
Business Statistics	University of Missouri-Kansas City external site Kansas City, Missouri	42 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computational Science	Indiana University-Indianapolis external site Indianapolis, Indiana	4 graduated with Less than one year certificate 12 graduated with Bachelor’s degree 25 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computational Science	University of Arkansas external site Fayetteville, Arkansas	42 graduated with Bachelor’s degree
Computer Science	CUNY York College external site Jamaica, New York	42 graduated with Bachelor’s degree
Computer Science	Elon University external site Elon, North Carolina	37 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Louisiana State University at Alexandria external site Alexandria, Louisiana	42 graduated with Bachelor’s degree
Computer Science	New Mexico Institute of Mining and Technology external site Socorro, New Mexico	33 graduated with Bachelor’s degree 9 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	North Seattle College external site Seattle, Washington	16 graduated with Associate’s degree 26 graduated with Bachelor’s degree
Computer Science	Nova Southeastern University external site Fort Lauderdale, Florida	20 graduated with Bachelor’s degree 19 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Data Analytics, General	Boston College external site Chestnut Hill, Massachusetts	42 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Georgia State University external site Atlanta, Georgia	42 graduated with Less than one year certificate
Data Science, General	Seattle University external site Seattle, Washington	0 graduated with Postbaccalaureate certificate 42 graduated with Master’s degree
Econometrics and Quantitative Economics	Colorado School of Mines external site Golden, Colorado	38 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Delaware external site Newark, Delaware	29 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	0 graduated with Postbaccalaureate certificate 42 graduated with Master’s degree
Information Technology	Delgado Community College external site New Orleans, Louisiana	1 graduated with One but less than two years certificate 41 graduated with Associate’s degree
Information Technology	Middle Tennessee State University external site Murfreesboro, Tennessee	42 graduated with Master’s degree
Information Technology	Northeast State Community College external site Blountville, Tennessee	42 graduated with Associate’s degree
Information Technology	Tennessee College of Applied Technology-Murfreesboro external site Murfreesboro, Tennessee	0 graduated with Less than 12 weeks certificate 10 graduated with Less than one year certificate 32 graduated with Two but less than 4 years certificate
Information Technology	UCNJ Union College of Union County, New Jersey external site Cranford, New Jersey	42 graduated with Associate’s degree
Information Technology	University of Central Oklahoma external site Edmond, Oklahoma	42 graduated with Bachelor’s degree
Mathematics, General	Norco College external site Norco, California	42 graduated with Associate’s degree
Mathematics, General	Oberlin College external site Oberlin, Ohio	21 graduated with Bachelor’s degree 21 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Nebraska at Omaha external site Omaha, Nebraska	25 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Mathematics, General	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	22 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of South Carolina-Columbia external site Columbia, South Carolina	34 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of West Florida external site Pensacola, Florida	21 graduated with Bachelor’s degree 21 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Brigham Young University-Idaho external site Rexburg, Idaho	42 graduated with Bachelor’s degree
Statistics, General	University of Illinois Chicago external site Chicago, Illinois	30 graduated with Bachelor’s degree 12 graduated with Master’s degree
Applied Mathematics, General	Liberty University external site Lynchburg, Virginia	41 graduated with Bachelor’s degree
Applied Mathematics, General	University of California-Merced external site Merced, California	28 graduated with Bachelor’s degree 5 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Washington State University external site Pullman, Washington	31 graduated with Bachelor’s degree 10 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	Rochester Institute of Technology external site Rochester, New York	23 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree
Artificial Intelligence	Northwestern University external site Evanston, Illinois	41 graduated with Master’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Washington University in St Louis external site St. Louis, Missouri	40 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Business Analytics	Golden Gate University external site San Francisco, California	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 5 graduated with Postbaccalaureate certificate 36 graduated with Master’s degree
Computer Science	Chaffey College external site Rancho Cucamonga, California	41 graduated with Associate’s degree
Computer Science	North Hennepin Community College external site Brooklyn Park, Minnesota	40 graduated with Associate’s degree 1 graduated with Associate’s degree (second major)
Computer Science	Rhodes College external site Memphis, Tennessee	40 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Riverside City College external site Riverside, California	41 graduated with Associate’s degree
Computer Science	San Diego Mesa College external site San Diego, California	41 graduated with Associate’s degree
Data Analytics, General	Dickinson College external site Carlisle, Pennsylvania	33 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Data Analytics, General	University of Mississippi external site University, Mississippi	1 graduated with Postbaccalaureate certificate 40 graduated with Master’s degree
Econometrics and Quantitative Economics	Indiana University-Bloomington external site Bloomington, Indiana	20 graduated with Bachelor’s degree 12 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	The University of Texas at Dallas external site Richardson, Texas	23 graduated with Bachelor’s degree 5 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Kansas external site Lawrence, Kansas	24 graduated with Bachelor’s degree 10 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree
Management Science	Missouri University of Science and Technology external site Rolla, Missouri	41 graduated with Postbaccalaureate certificate
Mathematics, General	Antelope Valley Community College District external site Lancaster, California	41 graduated with Associate’s degree
Mathematics, General	Baylor University external site Waco, Texas	24 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Carleton College external site Northfield, Minnesota	22 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major)
Mathematics, General	Evergreen Valley College external site San Jose, California	41 graduated with Associate’s degree
Mathematics, General	Florida International University external site Miami, Florida	38 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Mathematics, General	Syracuse University external site Syracuse, New York	25 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	The University of Texas at El Paso external site El Paso, Texas	33 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Mathematics, General	University of Delaware external site Newark, Delaware	23 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Nevada-Reno external site Reno, Nevada	36 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of North Texas external site Denton, Texas	32 graduated with Bachelor’s degree 4 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Vassar College external site Poughkeepsie, New York	30 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Statistics, General	Southern Methodist University external site Dallas, Texas	19 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 17 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Arizona State University Campus Immersion external site Tempe, Arizona	6 graduated with Less than one year certificate 16 graduated with Bachelor’s degree 8 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Brandeis University external site Waltham, Massachusetts	29 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Business Analytics	Baylor University external site Waco, Texas	31 graduated with Less than one year certificate 9 graduated with Master’s degree
Business Analytics	California State University-Sacramento external site Sacramento, California	40 graduated with Master’s degree
Business Statistics	Providence College external site Providence, Rhode Island	16 graduated with Postbaccalaureate certificate 24 graduated with Master’s degree
Business Statistics	Rensselaer Polytechnic Institute external site Troy, New York	9 graduated with Bachelor’s degree 31 graduated with Master’s degree
Computational Biology	Massachusetts Institute of Technology external site Cambridge, Massachusetts	26 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computational Science	University of Central Florida external site Orlando, Florida	1 graduated with Postbaccalaureate certificate 39 graduated with Master’s degree
Computer Science	College of the Canyons external site Santa Clarita, California	40 graduated with Associate’s degree
Computer Science	Denison University external site Granville, Ohio	35 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Winona State University external site Winona, Minnesota	40 graduated with Bachelor’s degree
Data Analytics, General	Miami Dade College external site Miami, Florida	40 graduated with Bachelor’s degree
Data Science, General	Boston University external site Boston, Massachusetts	40 graduated with Master’s degree
Data Science, General	United States Naval Academy external site Annapolis, Maryland	40 graduated with Bachelor’s degree
Data Science, General	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	22 graduated with Bachelor’s degree 18 graduated with Bachelor’s degree (second major)
Data Science, General	Utah State University external site Logan, Utah	40 graduated with Postbaccalaureate certificate
Econometrics and Quantitative Economics	Dickinson College external site Carlisle, Pennsylvania	17 graduated with Bachelor’s degree 23 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Mount Holyoke College external site South Hadley, Massachusetts	28 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Trinity College external site Hartford, Connecticut	35 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Weber State University external site Ogden, Utah	19 graduated with Less than one year certificate 21 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Whitman College external site Walla Walla, Washington	37 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Information Technology	Duquesne University external site Pittsburgh, Pennsylvania	24 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major)
Information Technology	Emporia State University external site Emporia, Kansas	40 graduated with Master’s degree
Information Technology	Fullerton College external site Fullerton, California	6 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 33 graduated with Associate’s degree
Information Technology	Worcester Polytechnic Institute external site Worcester, Massachusetts	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 38 graduated with Master’s degree
Mathematical Statistics and Probability	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	40 graduated with Master’s degree
Mathematics, General	Austin Community College District external site Austin, Texas	40 graduated with Associate’s degree
Mathematics, General	Cosumnes River College external site Sacramento, California	40 graduated with Associate’s degree
Mathematics, General	Laney College external site Oakland, California	40 graduated with Associate’s degree
Mathematics, General	Liberty University external site Lynchburg, Virginia	33 graduated with Associate’s degree 7 graduated with Bachelor’s degree
Mathematics, General	Pomona College external site Claremont, California	27 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Vermont external site Burlington, Vermont	33 graduated with Bachelor’s degree 3 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	Grand Canyon University external site Phoenix, Arizona	40 graduated with Master’s degree
Statistics, General	Grand Valley State University external site Allendale, Michigan	31 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Computational and Applied Mathematics	Rice University external site Houston, Texas	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	American University external site Washington, District of Columbia	33 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Science	Sofia University external site Palo Alto, California	1 graduated with Postbaccalaureate certificate 38 graduated with Master’s degree
Computer Science	St Olaf College external site Northfield, Minnesota	23 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major)
Computer Science	United States Air Force Academy external site USAF Academy, Colorado	39 graduated with Bachelor’s degree
Data Analytics, General	Long Island University external site Brookville, New York	3 graduated with Bachelor’s degree 36 graduated with Master’s degree
Data Science, General	University of Iowa external site Iowa City, Iowa	16 graduated with Bachelor’s degree 23 graduated with Master’s degree
Data Visualization	University of Washington-Bothell Campus external site Bothell, Washington	38 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Drew University external site Madison, New Jersey	16 graduated with Bachelor’s degree 23 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Miami external site Coral Gables, Florida	30 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Financial Analytics	Missouri State University-Springfield external site Springfield, Missouri	39 graduated with Postbaccalaureate certificate
Financial Mathematics	University of Massachusetts-Amherst external site Amherst, Massachusetts	39 graduated with Master’s degree
Information Technology	Alamance Community College external site Graham, North Carolina	12 graduated with Less than one year certificate 5 graduated with One but less than two years certificate 22 graduated with Associate’s degree
Information Technology	Fordham University external site Bronx, New York	8 graduated with Bachelor’s degree 31 graduated with Master’s degree
Information Technology	Nassau Community College external site Garden City, New York	39 graduated with Associate’s degree
Information Technology	South Piedmont Community College external site Polkton, North Carolina	32 graduated with Less than one year certificate 7 graduated with Associate’s degree
Information Technology	Strayer University-Florida external site Tampa, Florida	20 graduated with Less than one year certificate 19 graduated with Bachelor’s degree
Information Technology	Western Maricopa Education Center external site Glendale, Arizona	39 graduated with Less than one year certificate
Mathematics, General	Bryn Mawr College external site Bryn Mawr, Pennsylvania	30 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Crafton Hills College external site Yucaipa, California	39 graduated with Associate’s degree
Mathematics, General	Diablo Valley College external site Pleasant Hill, California	39 graduated with Associate’s degree
Mathematics, General	Foothill College external site Los Altos Hills, California	39 graduated with Associate’s degree
Mathematics, General	Kenyon College external site Gambier, Ohio	27 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Mathematics, General	Las Positas College external site Livermore, California	39 graduated with Associate’s degree
Mathematics, General	Macalester College external site Saint Paul, Minnesota	19 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Cincinnati-Main Campus external site Cincinnati, Ohio	0 graduated with One but less than two years certificate 22 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	Miami University-Oxford external site Oxford, Ohio	29 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree
Statistics, General	New York University external site New York, New York	6 graduated with Bachelor’s degree 33 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Utah external site Salt Lake City, Utah	38 graduated with Bachelor’s degree
Applied Mathematics, Other	University of Washington-Seattle Campus external site Seattle, Washington	38 graduated with Bachelor’s degree
Artificial Intelligence	DSDT external site Detroit, Michigan	38 graduated with Less than one year certificate
Computational Science	Vanderbilt University external site Nashville, Tennessee	38 graduated with Master’s degree
Computer Science	California State Polytechnic University-Humboldt external site Arcata, California	38 graduated with Bachelor’s degree
Computer Science	Cedarville University external site Cedarville, Ohio	37 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Davidson College external site Davidson, North Carolina	35 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Fayetteville State University external site Fayetteville, North Carolina	38 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Computer Science	Frostburg State University external site Frostburg, Maryland	13 graduated with Bachelor’s degree 25 graduated with Master’s degree
Computer Science	University of South Carolina Aiken external site Aiken, South Carolina	38 graduated with Bachelor’s degree
Computer Science	Virginia State University external site Petersburg, Virginia	27 graduated with Bachelor’s degree 11 graduated with Master’s degree
Data Science, General	Grand Valley State University external site Allendale, Michigan	38 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Florida external site Gainesville, Florida	4 graduated with Less than one year certificate 28 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	University of Virginia-Main Campus external site Charlottesville, Virginia	38 graduated with Master’s degree
Information Technology	Bunker Hill Community College external site Boston, Massachusetts	14 graduated with Less than one year certificate 24 graduated with Associate’s degree
Information Technology	The University of Texas at Tyler external site Tyler, Texas	38 graduated with Bachelor’s degree
Mathematics, General	American River College external site Sacramento, California	38 graduated with Associate’s degree
Mathematics, General	San Jose State University external site San Jose, California	32 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree
Mathematics, General	University of Northern Colorado external site Greeley, Colorado	15 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 20 graduated with Master’s degree
Applied Statistics, General	Dartmouth College external site Hanover, New Hampshire	30 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Artificial Intelligence	The University of Texas at Austin external site Austin, Texas	37 graduated with Master’s degree
Bioinformatics	Virginia Commonwealth University external site Richmond, Virginia	31 graduated with Bachelor’s degree 6 graduated with Master’s degree
Business Analytics	The University of Texas at San Antonio external site San Antonio, Texas	34 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 1 graduated with Doctor’s degree – research/scholarship
Business Analytics	University of San Francisco external site San Francisco, California	30 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Business Statistics	Temple University external site Philadelphia, Pennsylvania	3 graduated with Postbaccalaureate certificate 34 graduated with Master’s degree
Business Statistics	University of Georgia external site Athens, Georgia	37 graduated with Master’s degree
Computer Science	Butte College external site Oroville, California	37 graduated with Associate’s degree
Computer Science	Calvin University external site Grand Rapids, Michigan	35 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	City University of Seattle external site Seattle, Washington	6 graduated with Bachelor’s degree 31 graduated with Master’s degree
Computer Science	Indiana State University external site Terre Haute, Indiana	37 graduated with Master’s degree
Computer Science	Laurel Ridge Community College external site Middletown, Virginia	36 graduated with Less than one year certificate 1 graduated with Associate’s degree
Computer Science	SUNY Brockport external site Brockport, New York	34 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	The University of Texas at Arlington external site Arlington, Texas	28 graduated with Bachelor’s degree 9 graduated with Master’s degree
Financial Analytics	Fordham University external site Bronx, New York	37 graduated with Master’s degree
Financial Analytics	Marquette University external site Milwaukee, Wisconsin	0 graduated with Bachelor’s degree 37 graduated with Bachelor’s degree (second major)
Financial Mathematics	Princeton University external site Princeton, New Jersey	37 graduated with Master’s degree
Information Technology	Boise State University external site Boise, Idaho	35 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Technology	North Carolina Central University external site Durham, North Carolina	37 graduated with Bachelor’s degree
Information Technology	University of Massachusetts-Lowell external site Lowell, Massachusetts	37 graduated with Master’s degree
Information Technology	Wichita State University external site Wichita, Kansas	4 graduated with Less than 12 weeks certificate 33 graduated with Bachelor’s degree
Management Science	Arkansas Tech University external site Russellville, Arkansas	33 graduated with Two but less than 4 years certificate 4 graduated with Postbaccalaureate certificate
Management Science	Augustana University external site Sioux Falls, South Dakota	37 graduated with Master’s degree
Mathematics and Statistics	Emory University external site Atlanta, Georgia	36 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	California State University-Dominguez Hills external site Carson, California	37 graduated with Bachelor’s degree
Mathematics, General	CUNY Hunter College external site New York, New York	30 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Mathematics, General	Montclair State University external site Montclair, New Jersey	23 graduated with Bachelor’s degree 14 graduated with Master’s degree
Mathematics, General	Northern Illinois University external site Dekalb, Illinois	19 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Shawnee State University external site Portsmouth, Ohio	0 graduated with Associate’s degree 3 graduated with Bachelor’s degree 32 graduated with Master’s degree 2 graduated with Post-master’s certificate
Mathematics, General	Western Washington University external site Bellingham, Washington	28 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree
Statistics, General	Iowa State University external site Ames, Iowa	20 graduated with Bachelor’s degree 9 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Statistics, General	The University of Texas at San Antonio external site San Antonio, Texas	22 graduated with Bachelor’s degree 15 graduated with Master’s degree
Statistics, General	University of California-Riverside external site Riverside, California	31 graduated with Bachelor’s degree 1 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Northeastern University external site Boston, Massachusetts	36 graduated with Master’s degree
Applied Mathematics, General	San Diego State University external site San Diego, California	28 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree
Applied Mathematics, General	University of California-Santa Cruz external site Santa Cruz, California	32 graduated with Bachelor’s degree 1 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Brigham Young University external site Provo, Utah	34 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Business Analytics	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	19 graduated with Bachelor’s degree 17 graduated with Master’s degree
Business Statistics	Fairfield University external site Fairfield, Connecticut	0 graduated with Bachelor’s degree 36 graduated with Master’s degree
Computer Science	Brightpoint Community College external site Chester, Virginia	36 graduated with Associate’s degree
Computer Science	Community College of Aurora external site Aurora, Colorado	36 graduated with Associate’s degree
Computer Science	Florida Southern College external site Lakeland, Florida	31 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Hood College external site Frederick, Maryland	17 graduated with Bachelor’s degree 19 graduated with Master’s degree
Computer Science	Naval Postgraduate School external site Monterey, California	32 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Oklahoma Christian University external site Edmond, Oklahoma	20 graduated with Bachelor’s degree 16 graduated with Master’s degree
Computer Science	Suffolk County Community College external site Selden, New York	36 graduated with Associate’s degree
Computer Science	Thomas Edison State University external site Trenton, New Jersey	36 graduated with Bachelor’s degree
Computer Science	University of Northern Iowa external site Cedar Falls, Iowa	35 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	Texas Tech University external site Lubbock, Texas	36 graduated with Less than one year certificate
Data Science, General	Colorado School of Mines external site Golden, Colorado	9 graduated with Postbaccalaureate certificate 27 graduated with Master’s degree
Data Science, General	University of San Diego external site San Diego, California	36 graduated with Master’s degree
Econometrics and Quantitative Economics	American University external site Washington, District of Columbia	4 graduated with Bachelor’s degree 26 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Smith College external site Northampton, Massachusetts	29 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Wisconsin-Oshkosh external site Oshkosh, Wisconsin	8 graduated with Less than one year certificate 18 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Weill Medical College of Cornell University external site New York, New York	36 graduated with Master’s degree
Financial Mathematics	New York University external site New York, New York	33 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Technology	Lake-Sumter State College external site Leesburg, Florida	28 graduated with Less than one year certificate 8 graduated with Associate’s degree
Information Technology	Rockingham Community College external site Wentworth, North Carolina	31 graduated with Less than one year certificate 5 graduated with Associate’s degree
Information Technology	Stockton University external site Galloway, New Jersey	36 graduated with Bachelor’s degree
Management Science	Indiana Institute of Technology external site Fort Wayne, Indiana	36 graduated with Master’s degree
Management Science	Iowa State University external site Ames, Iowa	36 graduated with Master’s degree
Management Science	University of Memphis external site Memphis, Tennessee	36 graduated with Postbaccalaureate certificate
Mathematics, General	Central Connecticut State University external site New Britain, Connecticut	23 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Mathematics, General	Indiana University of Pennsylvania external site Indiana, Pennsylvania	11 graduated with Bachelor’s degree 25 graduated with Master’s degree
Mathematics, General	Iowa State University external site Ames, Iowa	25 graduated with Bachelor’s degree 4 graduated with Master’s degree 2 graduated with Post-master’s certificate 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Smith College external site Northampton, Massachusetts	15 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major) 7 graduated with Postbaccalaureate certificate
Applied Mathematics, General	Northwestern University external site Evanston, Illinois	19 graduated with Bachelor’s degree 12 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, Other	Stanford University external site Stanford, California	35 graduated with Bachelor’s degree
Business Analytics	The University of Texas at Tyler external site Tyler, Texas	1 graduated with Less than one year certificate 34 graduated with Postbaccalaureate certificate
Business Statistics	Rutgers University-Newark external site Newark, New Jersey	35 graduated with Master’s degree
Computational Science	Clemson University external site Clemson, South Carolina	35 graduated with Master’s degree
Computational Science	Pennsylvania State University-Penn State Great Valley external site Malvern, Pennsylvania	1 graduated with Postbaccalaureate certificate 34 graduated with Master’s degree
Computer Science	American InterContinental University System external site Chandler, Arizona	35 graduated with Bachelor’s degree
Computer Science	Dickinson College external site Carlisle, Pennsylvania	35 graduated with Bachelor’s degree
Computer Science	Loyola University Chicago external site Chicago, Illinois	35 graduated with Master’s degree
Computer Science	United States Naval Academy external site Annapolis, Maryland	35 graduated with Bachelor’s degree
Computer Science	Western New England University external site Springfield, Massachusetts	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 17 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Appalachian State University external site Boone, North Carolina	3 graduated with Postbaccalaureate certificate 32 graduated with Master’s degree
Econometrics and Quantitative Economics	Lake Forest College external site Lake Forest, Illinois	28 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Economics and Computer Science	Boston University external site Boston, Massachusetts	35 graduated with Bachelor’s degree
Financial Mathematics	University of Missouri-Kansas City external site Kansas City, Missouri	35 graduated with Master’s degree
Financial Mathematics	University of San Diego external site San Diego, California	35 graduated with Master’s degree
Financial Mathematics	Villanova University external site Villanova, Pennsylvania	35 graduated with Master’s degree
Information Technology	Caldwell Community College and Technical Institute external site Hudson, North Carolina	15 graduated with Less than one year certificate 20 graduated with Associate’s degree
Information Technology	California State University-Northridge external site Northridge, California	35 graduated with Bachelor’s degree
Information Technology	College of Southern Maryland external site La Plata, Maryland	15 graduated with Less than one year certificate 5 graduated with One but less than two years certificate 15 graduated with Associate’s degree
Information Technology	Nova Southeastern University external site Fort Lauderdale, Florida	26 graduated with Bachelor’s degree 9 graduated with Master’s degree
Management Science	Adelphi University external site Garden City, New York	35 graduated with Master’s degree
Management Science	Montclair State University external site Montclair, New Jersey	6 graduated with Postbaccalaureate certificate 29 graduated with Master’s degree
Management Science	St. John's University-New York external site Queens, New York	35 graduated with Master’s degree
Mathematics and Computer Science	University of Nebraska at Omaha external site Omaha, Nebraska	35 graduated with Master’s degree
Mathematics, General	Colby College external site Waterville, Maine	24 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Mathematics, General	Reedley College external site Reedley, California	35 graduated with Associate’s degree
Mathematics, General	University of Arkansas external site Fayetteville, Arkansas	29 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Oklahoma-Norman Campus external site Norman, Oklahoma	24 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	12 graduated with Bachelor’s degree 20 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	University of Maryland-College Park external site College Park, Maryland	33 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Statistics, General	CUNY Bernard M Baruch College external site New York, New York	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 28 graduated with Master’s degree
Artificial Intelligence	Pennsylvania State University-World Campus external site University Park, Pennsylvania	2 graduated with Postbaccalaureate certificate 32 graduated with Master’s degree
Artificial Intelligence	University of Kentucky external site Lexington, Kentucky	34 graduated with Less than one year certificate
Bioinformatics	Arizona State University Campus Immersion external site Tempe, Arizona	12 graduated with Bachelor’s degree 22 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Business Analytics	Indiana University of Pennsylvania external site Indiana, Pennsylvania	34 graduated with Master’s degree
Business Analytics	La Salle University external site Philadelphia, Pennsylvania	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 24 graduated with Master’s degree 0 graduated with Post-master’s certificate
Business Analytics	Rockhurst University external site Kansas City, Missouri	7 graduated with Bachelor’s degree 8 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Business Statistics	CUNY Bernard M Baruch College external site New York, New York	28 graduated with Bachelor’s degree 6 graduated with Postbaccalaureate certificate
Business Statistics	University of Central Oklahoma external site Edmond, Oklahoma	1 graduated with One but less than two years certificate 0 graduated with Postbaccalaureate certificate 33 graduated with Master’s degree
Business Statistics	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	2 graduated with Postbaccalaureate certificate 31 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Computational and Applied Mathematics	University of California-Irvine external site Irvine, California	34 graduated with Bachelor’s degree
Computational and Applied Mathematics	University of South Florida external site Tampa, Florida	34 graduated with Bachelor’s degree
Computational Biology	Brown University external site Providence, Rhode Island	26 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Science	University of South Carolina-Columbia external site Columbia, South Carolina	24 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computer Science	Western Kentucky University external site Bowling Green, Kentucky	34 graduated with Bachelor’s degree
Data Analytics, General	Naval Postgraduate School external site Monterey, California	34 graduated with Postbaccalaureate certificate
Data Analytics, Other	University of South Carolina-Columbia external site Columbia, South Carolina	16 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Nova Southeastern University external site Fort Lauderdale, Florida	0 graduated with Postbaccalaureate certificate 34 graduated with Master’s degree
Data Science, General	Carnegie Mellon University external site Pittsburgh, Pennsylvania	9 graduated with Postbaccalaureate certificate 25 graduated with Master’s degree
Data Science, General	Denison University external site Granville, Ohio	26 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Data Science, General	Regis University external site Denver, Colorado	31 graduated with Master’s degree 3 graduated with Post-master’s certificate
Data Science, General	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	5 graduated with Bachelor’s degree 29 graduated with Master’s degree
Econometrics and Quantitative Economics	Georgia State University external site Atlanta, Georgia	26 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Information Technology	American InterContinental University-Atlanta external site Atlanta, Georgia	24 graduated with Bachelor’s degree 10 graduated with Master’s degree
Information Technology	Blue Ridge Community College external site Flat Rock, North Carolina	13 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 21 graduated with Associate’s degree
Information Technology	El Camino Community College District external site Torrance, California	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 33 graduated with Associate’s degree
Information Technology	Minneapolis Community and Technical College external site Minneapolis, Minnesota	34 graduated with Less than one year certificate
Information Technology	Montgomery County Community College external site Blue Bell, Pennsylvania	34 graduated with Associate’s degree
Information Technology	Youngstown State University external site Youngstown, Ohio	6 graduated with Associate’s degree 28 graduated with Bachelor’s degree
Management Science	Pennsylvania State University-Penn State Harrisburg external site Middletown, Pennsylvania	34 graduated with Master’s degree
Management Science	Texas Wesleyan University external site Fort Worth, Texas	34 graduated with Bachelor’s degree
Mathematics, General	Berkeley City College external site Berkeley, California	34 graduated with Associate’s degree
Mathematics, General	Brandeis University external site Waltham, Massachusetts	11 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Brown University external site Providence, Rhode Island	14 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	CUNY Queens College external site Queens, New York	23 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree
Mathematics, General	Santiago Canyon College external site Orange, California	34 graduated with Associate’s degree
Mathematics, General	St Lawrence University external site Canton, New York	26 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Mathematics, General	The College of New Jersey external site Ewing, New Jersey	34 graduated with Bachelor’s degree
Mathematics, General	University of Connecticut external site Storrs, Connecticut	21 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Statistics, General	Colorado State University-Fort Collins external site Fort Collins, Colorado	16 graduated with Bachelor’s degree 11 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Boston University external site Boston, Massachusetts	33 graduated with Master’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	24 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Business Analytics	Angelo State University external site San Angelo, Texas	33 graduated with Master’s degree
Business Analytics	Eastern Oregon University external site La Grande, Oregon	28 graduated with Bachelor’s degree 5 graduated with Postbaccalaureate certificate
Business Analytics	Portland State University external site Portland, Oregon	33 graduated with Postbaccalaureate certificate
Computational Mathematics	Carnegie Mellon University external site Pittsburgh, Pennsylvania	28 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Augsburg University external site Minneapolis, Minnesota	31 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Connecticut College external site New London, Connecticut	29 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	CUNY Brooklyn College external site Brooklyn, New York	6 graduated with Bachelor’s degree 27 graduated with Master’s degree
Computer Science	Minnesota State University-Mankato external site Mankato, Minnesota	33 graduated with Bachelor’s degree
Computer Science	Odessa College external site Odessa, Texas	33 graduated with Associate’s degree
Computer Science	Providence College external site Providence, Rhode Island	32 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Rochester Community and Technical College external site Rochester, Minnesota	33 graduated with Associate’s degree
Computer Science	Santa Rosa Junior College external site Santa Rosa, California	33 graduated with Associate’s degree
Computer Science	Tennessee State University external site Nashville, Tennessee	23 graduated with Bachelor’s degree 10 graduated with Master’s degree
Data Science, General	Mississippi State University external site Mississippi State, Mississippi	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 27 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Econometrics and Quantitative Economics	Brigham Young University external site Provo, Utah	27 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Financial Analytics	New Jersey Institute of Technology external site Newark, New Jersey	33 graduated with Bachelor’s degree
Financial Analytics	University of Illinois Urbana-Champaign external site Champaign, Illinois	32 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Financial Mathematics	Bentley University external site Waltham, Massachusetts	32 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Financial Mathematics	University of North Texas external site Denton, Texas	33 graduated with Master’s degree
Information Technology	DePaul University external site Chicago, Illinois	33 graduated with Bachelor’s degree
Information Technology	East Tennessee State University external site Johnson City, Tennessee	33 graduated with Master’s degree
Management Science	Anderson University external site Anderson, South Carolina	33 graduated with Master’s degree
Management Science	Capella University external site Minneapolis, Minnesota	1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 32 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Management Science	Rochester Institute of Technology external site Rochester, New York	33 graduated with Master’s degree
Management Science	St. Francis College external site Brooklyn, New York	18 graduated with Bachelor’s degree 15 graduated with Master’s degree
Management Science	University of California-Santa Barbara external site Santa Barbara, California	33 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Management Science	University of North America external site Fairfax, Virginia	33 graduated with Master’s degree
Mathematics and Computer Science	University of Akron Main Campus external site Akron, Ohio	33 graduated with Bachelor’s degree
Mathematics and Computer Science	Western Michigan University external site Kalamazoo, Michigan	6 graduated with Bachelor’s degree 27 graduated with Master’s degree
Mathematics, General	Bates College external site Lewiston, Maine	24 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Mathematics, General	Indiana University-Indianapolis external site Indianapolis, Indiana	13 graduated with Bachelor’s degree 14 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Sacramento City College external site Sacramento, California	33 graduated with Associate’s degree
Mathematics, General	Texas Christian University external site Fort Worth, Texas	24 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Statistics, General	Washington University in St Louis external site St. Louis, Missouri	14 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Indiana University-Indianapolis external site Indianapolis, Indiana	32 graduated with Master’s degree
Business Analytics	California State University-Northridge external site Northridge, California	32 graduated with Master’s degree
Business Analytics	University of Nebraska-Lincoln external site Lincoln, Nebraska	0 graduated with Bachelor’s degree 20 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Business Statistics	Golden Gate University external site San Francisco, California	6 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 24 graduated with Master’s degree
Business Statistics	The University of Findlay external site Findlay, Ohio	32 graduated with Master’s degree
Computational Mathematics	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	29 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Chandler-Gilbert Community College external site Chandler, Arizona	32 graduated with Associate’s degree
Computer Science	Clayton State University external site Morrow, Georgia	32 graduated with Bachelor’s degree
Computer Science	Glendale Community College external site Glendale, Arizona	32 graduated with Associate’s degree
Computer Science	Harding University external site Searcy, Arkansas	31 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Ithaca College external site Ithaca, New York	30 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Norco College external site Norco, California	32 graduated with Associate’s degree
Computer Science	Onondaga Community College external site Syracuse, New York	32 graduated with Associate’s degree
Computer Science	Santa Barbara City College external site Santa Barbara, California	0 graduated with One but less than two years certificate 32 graduated with Associate’s degree
Computer Science	Seattle Pacific University external site Seattle, Washington	32 graduated with Bachelor’s degree
Computer Science	Skyline College external site San Bruno, California	32 graduated with Associate’s degree
Computer Science	Southern Utah University external site Cedar City, Utah	0 graduated with Less than one year certificate 32 graduated with Bachelor’s degree
Computer Science	University of the District of Columbia external site Washington, District of Columbia	9 graduated with Associate’s degree 17 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Science	Western Carolina University external site Cullowhee, North Carolina	31 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Broward College external site Fort Lauderdale, Florida	32 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Atlantic Technical College external site Coconut Creek, Florida	32 graduated with Less than one year certificate
Information Technology	Chaffey College external site Rancho Cucamonga, California	1 graduated with Less than one year certificate 9 graduated with One but less than two years certificate 22 graduated with Associate’s degree
Information Technology	Mt San Jacinto Community College District external site San Jacinto, California	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 32 graduated with Associate’s degree
Information Technology	Nashville State Community College external site Nashville, Tennessee	7 graduated with Less than one year certificate 25 graduated with Associate’s degree
Information Technology	Southeastern Louisiana University external site Hammond, Louisiana	32 graduated with Bachelor’s degree
Information Technology	Southern Illinois University-Carbondale external site Carbondale, Illinois	31 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	University of Michigan-Dearborn external site Dearborn, Michigan	32 graduated with Master’s degree
Management Science	Touro University external site New York, New York	32 graduated with Master’s degree
Mathematics and Computer Science	Massachusetts Institute of Technology external site Cambridge, Massachusetts	29 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Bowling Green State University-Main Campus external site Bowling Green, Ohio	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Kansas State University external site Manhattan, Kansas	8 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Los Medanos College external site Pittsburg, California	32 graduated with Associate’s degree
Mathematics, General	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	23 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Alabama in Huntsville external site Huntsville, Alabama	27 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Mathematics, General	University of Denver external site Denver, Colorado	16 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Statistics, General	George Washington University external site Washington, District of Columbia	7 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of South Carolina-Columbia external site Columbia, South Carolina	20 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Business Analytics	Western Michigan University external site Kalamazoo, Michigan	16 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 11 graduated with Postbaccalaureate certificate
Business Statistics	Saint Mary's College of California external site Moraga, California	9 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 16 graduated with Master’s degree
Computational Science	University of Maine external site Orono, Maine	6 graduated with Postbaccalaureate certificate 25 graduated with Master’s degree
Computational Science	University of Notre Dame external site Notre Dame, Indiana	31 graduated with Master’s degree
Computational Science	University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	31 graduated with Bachelor’s degree
Computer Science	Central New Mexico Community College external site Albuquerque, New Mexico	31 graduated with Associate’s degree
Computer Science	County College of Morris external site Randolph, New Jersey	31 graduated with Associate’s degree
Computer Science	Mesa Community College external site Mesa, Arizona	31 graduated with Associate’s degree
Computer Science	Northeastern State University external site Tahlequah, Oklahoma	3 graduated with Less than one year certificate 28 graduated with Bachelor’s degree
Computer Science	Rasmussen University-Minnesota external site St. Cloud, Minnesota	31 graduated with Bachelor’s degree
Computer Science	Rhode Island College external site Providence, Rhode Island	31 graduated with Bachelor’s degree
Computer Science	Saint Joseph's University - Philadelphia external site Philadelphia, Pennsylvania	23 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Science	University of Alaska Anchorage external site Anchorage, Alaska	31 graduated with Bachelor’s degree
Computer Science	University of Portland external site Portland, Oregon	31 graduated with Bachelor’s degree
Computer Science	University of Wisconsin-Green Bay external site Green Bay, Wisconsin	31 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Gonzaga University external site Spokane, Washington	21 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Iowa State University external site Ames, Iowa	19 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	North Carolina State University at Raleigh external site Raleigh, North Carolina	31 graduated with Master’s degree
Information Technology	Chattanooga State Community College external site Chattanooga, Tennessee	31 graduated with Associate’s degree
Information Technology	Illinois State University external site Normal, Illinois	15 graduated with Bachelor’s degree 16 graduated with Master’s degree
Information Technology	Santa Ana College external site Santa Ana, California	14 graduated with Less than one year certificate 17 graduated with Associate’s degree
Information Technology	Southwestern Community College external site Sylva, North Carolina	20 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Information Technology	Strayer University-Alabama external site Birmingham, Alabama	16 graduated with Less than one year certificate 15 graduated with Bachelor’s degree
Information Technology	Tarrant County College District external site Fort Worth, Texas	31 graduated with Less than one year certificate
Management Science	Oklahoma Christian University external site Edmond, Oklahoma	31 graduated with Master’s degree
Management Science	Saint Ambrose University external site Davenport, Iowa	25 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Management Science	University of San Francisco external site San Francisco, California	31 graduated with Master’s degree
Management Science	University of Tulsa external site Tulsa, Oklahoma	31 graduated with Master’s degree
Mathematics, General	Miami University-Oxford external site Oxford, Ohio	19 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree
Mathematics, General	MiraCosta College external site Oceanside, California	31 graduated with Associate’s degree
Mathematics, General	University of Southern California external site Los Angeles, California	20 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Texas State University external site San Marcos, Texas	23 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Applied Statistics, General	Brigham Young University-Idaho external site Rexburg, Idaho	2 graduated with Associate’s degree 28 graduated with Bachelor’s degree
Applied Statistics, General	Colorado State University-Fort Collins external site Fort Collins, Colorado	30 graduated with Master’s degree
Artificial Intelligence	Duke University external site Durham, North Carolina	0 graduated with Postbaccalaureate certificate 30 graduated with Master’s degree
Business Analytics	Bradley University external site Peoria, Illinois	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 25 graduated with Master’s degree
Computational Science	Central Connecticut State University external site New Britain, Connecticut	13 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree
Computational Science	University of Pennsylvania external site Philadelphia, Pennsylvania	6 graduated with Postbaccalaureate certificate 24 graduated with Master’s degree
Computer Science	Cosumnes River College external site Sacramento, California	30 graduated with Associate’s degree
Computer Science	Gustavus Adolphus College external site Saint Peter, Minnesota	30 graduated with Bachelor’s degree
Computer Science	Idaho State University external site Pocatello, Idaho	24 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Science	Long Beach City College external site Long Beach, California	6 graduated with One but less than two years certificate 24 graduated with Associate’s degree
Computer Science	Louisiana State University-Shreveport external site Shreveport, Louisiana	30 graduated with Bachelor’s degree
Computer Science	MiraCosta College external site Oceanside, California	30 graduated with Associate’s degree
Computer Science	Murray State University external site Murray, Kentucky	29 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	North Central College external site Naperville, Illinois	29 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Occidental College external site Los Angeles, California	26 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Sierra College external site Rocklin, California	30 graduated with Associate’s degree
Computer Science	State University of New York at Oswego external site Oswego, New York	29 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Webster University external site Saint Louis, Missouri	30 graduated with Bachelor’s degree
Computer Science	Xavier University external site Cincinnati, Ohio	0 graduated with Less than one year certificate 30 graduated with Bachelor’s degree
Data Analytics, General	State University of New York at Plattsburgh external site Plattsburgh, New York	30 graduated with Master’s degree
Data Analytics, General	University of La Verne external site La Verne, California	30 graduated with Master’s degree
Data Analytics, General	University of Maryland-College Park external site College Park, Maryland	30 graduated with Master’s degree
Data Science, General	Rutgers University-Camden external site Camden, New Jersey	30 graduated with Master’s degree
Econometrics and Quantitative Economics	Carleton College external site Northfield, Minnesota	27 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Information Technology	Antelope Valley Community College District external site Lancaster, California	9 graduated with Less than one year certificate 7 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Information Technology	California State Polytechnic University-Pomona external site Pomona, California	30 graduated with Master’s degree
Information Technology	College of the Albemarle external site Elizabeth City, North Carolina	15 graduated with Less than one year certificate 15 graduated with Associate’s degree
Information Technology	Riverside County Office of Education-School of Career Education external site Riverside, California	30 graduated with Less than one year certificate
Information Technology	Southwest Tennessee Community College external site Memphis, Tennessee	0 graduated with Less than one year certificate 30 graduated with Associate’s degree
Information Technology	University of North Carolina at Pembroke external site Pembroke, North Carolina	30 graduated with Bachelor’s degree
Management Science	Dallas Baptist University external site Dallas, Texas	0 graduated with Postbaccalaureate certificate 30 graduated with Master’s degree
Management Science	University of Missouri-St Louis external site Saint Louis, Missouri	24 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Columbia University in the City of New York external site New York, New York	25 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics and Statistics, Other	Emory University external site Atlanta, Georgia	27 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Case Western Reserve University external site Cleveland, Ohio	20 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Cerritos College external site Norwalk, California	30 graduated with Associate’s degree
Mathematics, General	James Madison University external site Harrisonburg, Virginia	22 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Mathematics, General	New Jersey Institute of Technology external site Newark, New Jersey	23 graduated with Bachelor’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Southwestern College external site Chula Vista, California	30 graduated with Associate’s degree
Mathematics, General	University of South Florida external site Tampa, Florida	18 graduated with Bachelor’s degree 4 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Wisconsin-Eau Claire external site Eau Claire, Wisconsin	25 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Ventura College external site Ventura, California	30 graduated with Associate’s degree
Statistics, General	University of California-Irvine external site Irvine, California	23 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	17 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	Western Illinois University external site Macomb, Illinois	30 graduated with Master’s degree
Applied Mathematics, General	Yale University external site New Haven, Connecticut	19 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	University of Cincinnati-Main Campus external site Cincinnati, Ohio	3 graduated with Postbaccalaureate certificate 26 graduated with Master’s degree
Bioinformatics	University of Chicago external site Chicago, Illinois	29 graduated with Master’s degree
Business Analytics	Baldwin Wallace University external site Berea, Ohio	0 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 27 graduated with Master’s degree
Business Analytics	California Institute of Arts & Technology external site National City, California	29 graduated with Associate’s degree
Business Analytics	Worcester Polytechnic Institute external site Worcester, Massachusetts	29 graduated with Master’s degree
Computer Science	CUNY Kingsborough Community College external site Brooklyn, New York	29 graduated with Associate’s degree
Computer Science	Grove City College external site Grove City, Pennsylvania	28 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Southwestern College external site Winfield, Kansas	29 graduated with Bachelor’s degree
Computer Science	SUNY Westchester Community College external site Valhalla, New York	29 graduated with Associate’s degree
Data Analytics, General	Oklahoma City University external site Oklahoma City, Oklahoma	0 graduated with Bachelor’s degree 29 graduated with Master’s degree
Data Science, General	National University external site San Diego, California	29 graduated with Master’s degree
Data Science, General	Naval Postgraduate School external site Monterey, California	29 graduated with Postbaccalaureate certificate
Econometrics and Quantitative Economics	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	20 graduated with Master’s degree 6 graduated with Post-master’s certificate 3 graduated with Doctor’s degree – research/scholarship
Financial Analytics	University of Toledo external site Toledo, Ohio	29 graduated with Master’s degree
Information Technology	Miami University-Hamilton external site Hamilton, Ohio	28 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	University of Toledo external site Toledo, Ohio	29 graduated with Bachelor’s degree
Information Technology	University of Wisconsin-Stevens Point external site Stevens Point, Wisconsin	29 graduated with Bachelor’s degree
Information Technology	Washington University in St Louis external site St. Louis, Missouri	29 graduated with Bachelor’s degree
Management Science	East Texas A&M University external site Commerce, Texas	29 graduated with Master’s degree
Management Science	Southern Illinois University-Carbondale external site Carbondale, Illinois	23 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Management Science	Syracuse University external site Syracuse, New York	29 graduated with Master’s degree
Mathematics and Computer Science	Rockland Community College external site Suffern, New York	29 graduated with Associate’s degree
Mathematics and Statistics	William & Mary external site Williamsburg, Virginia	21 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Mathematics, General	California State University-Los Angeles external site Los Angeles, California	19 graduated with Bachelor’s degree 10 graduated with Master’s degree
Mathematics, General	DePaul University external site Chicago, Illinois	17 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Mathematics, General	South Dakota State University external site Brookings, South Dakota	23 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Mathematics, General	University of Nevada-Las Vegas external site Las Vegas, Nevada	24 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Connecticut external site Storrs, Connecticut	23 graduated with Bachelor’s degree 5 graduated with Master’s degree
Applied Statistics, General	University of Kansas external site Lawrence, Kansas	0 graduated with Postbaccalaureate certificate 28 graduated with Master’s degree
Artificial Intelligence	Saint Louis University external site Saint Louis, Missouri	28 graduated with Master’s degree
Bioinformatics	Arizona State University Digital Immersion external site Scottsdale, Arizona	28 graduated with Master’s degree
Bioinformatics	Georgetown University external site Washington, District of Columbia	28 graduated with Master’s degree
Bioinformatics	Grand Valley State University external site Allendale, Michigan	28 graduated with Master’s degree
Computer Science	Aurora University external site Aurora, Illinois	26 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Champlain College external site Burlington, Vermont	28 graduated with Bachelor’s degree
Computer Science	Concordia University-Saint Paul external site Saint Paul, Minnesota	28 graduated with Bachelor’s degree
Computer Science	Estrella Mountain Community College external site Avondale, Arizona	28 graduated with Associate’s degree
Computer Science	Inter American University of Puerto Rico-Aguadilla external site Aguadilla, Puerto Rico	4 graduated with Associate’s degree 24 graduated with Bachelor’s degree
Computer Science	Inter American University of Puerto Rico-Arecibo external site Arecibo, Puerto Rico	4 graduated with Associate’s degree 24 graduated with Bachelor’s degree
Computer Science	Lake Forest College external site Lake Forest, Illinois	21 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Computer Science	Modesto Junior College external site Modesto, California	0 graduated with Less than one year certificate 28 graduated with Associate’s degree
Computer Science	New Mexico State University-Main Campus external site Las Cruces, New Mexico	28 graduated with Master’s degree
Computer Science	Pennsylvania State University-Penn State Erie-Behrend College external site Erie, Pennsylvania	28 graduated with Bachelor’s degree
Computer Science	Radford University external site Radford, Virginia	25 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Saddleback College external site Mission Viejo, California	28 graduated with Associate’s degree
Computer Science	Shoreline College external site Shoreline, Washington	28 graduated with Associate’s degree
Computer Science	University of Michigan-Flint external site Flint, Michigan	28 graduated with Bachelor’s degree
Computer Science	Washington and Lee University external site Lexington, Virginia	21 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Data Science, General	Baylor University external site Waco, Texas	28 graduated with Bachelor’s degree
Data Science, General	Case Western Reserve University external site Cleveland, Ohio	25 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Drexel University external site Philadelphia, Pennsylvania	19 graduated with Bachelor’s degree 8 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Suffolk University external site Boston, Massachusetts	25 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Financial Analytics	Wake Forest University external site Winston-Salem, North Carolina	28 graduated with Master’s degree
Financial Mathematics	University of Illinois Chicago external site Chicago, Illinois	28 graduated with Master’s degree
Information Technology	Georgia Military College external site Milledgeville, Georgia	28 graduated with Associate’s degree
Information Technology	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	28 graduated with Post-master’s certificate
Information Technology	Northwest Florida State College external site Niceville, Florida	18 graduated with Less than one year certificate 10 graduated with Associate’s degree
Information Technology	University of North Carolina Wilmington external site Wilmington, North Carolina	28 graduated with Bachelor’s degree
Management Science	Lenoir-Rhyne University external site Hickory, North Carolina	28 graduated with Bachelor’s degree
Mathematics and Statistics	The University of Texas at Dallas external site Richardson, Texas	0 graduated with Bachelor’s degree 28 graduated with Postbaccalaureate certificate
Mathematics, General	Angelo State University external site San Angelo, Texas	11 graduated with Less than one year certificate 11 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	California State University-San Marcos external site San Marcos, California	25 graduated with Bachelor’s degree 3 graduated with Master’s degree
Mathematics, General	Drexel University external site Philadelphia, Pennsylvania	12 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Florida Atlantic University external site Boca Raton, Florida	1 graduated with Less than one year certificate 14 graduated with Bachelor’s degree 10 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Kean University external site Union, New Jersey	24 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	San Diego Mesa College external site San Diego, California	28 graduated with Associate’s degree
Mathematics, General	San Joaquin Delta College external site Stockton, California	28 graduated with Associate’s degree
Mathematics, General	University of New Mexico-Main Campus external site Albuquerque, New Mexico	19 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of North Carolina Wilmington external site Wilmington, North Carolina	27 graduated with Bachelor’s degree 1 graduated with Master’s degree
Mathematics, General	Weber State University external site Ogden, Utah	26 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Mathematics, General	Youngstown State University external site Youngstown, Ohio	10 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	University of California-Santa Cruz external site Santa Cruz, California	28 graduated with Master’s degree
Statistics, General	Wake Forest University external site Winston-Salem, North Carolina	10 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree
Artificial Intelligence	Capitol Technology University external site Laurel, Maryland	0 graduated with Bachelor’s degree 1 graduated with Master’s degree 26 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	University of Michigan-Dearborn external site Dearborn, Michigan	27 graduated with Master’s degree
Business Analytics	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	27 graduated with Bachelor’s degree
Business Analytics	University of Michigan-Flint external site Flint, Michigan	27 graduated with Less than one year certificate
Business Statistics	University of Tulsa external site Tulsa, Oklahoma	27 graduated with Master’s degree
Computational and Applied Mathematics	American Public University System external site Charles Town, West Virginia	27 graduated with Bachelor’s degree
Computer Science	Edmonds College external site Lynnwood, Washington	27 graduated with Associate’s degree
Computer Science	Knox College external site Galesburg, Illinois	22 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Quincy College external site Quincy, Massachusetts	3 graduated with Less than one year certificate 24 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Science	Regis University external site Denver, Colorado	27 graduated with Bachelor’s degree
Computer Science	Saint Edward's University external site Austin, Texas	27 graduated with Bachelor’s degree
Computer Science	Santa Ana College external site Santa Ana, California	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 23 graduated with Associate’s degree
Computer Science	Southeastern Louisiana University external site Hammond, Louisiana	27 graduated with Bachelor’s degree
Computer Science	University of Pittsburgh-Johnstown external site Johnstown, Pennsylvania	27 graduated with Bachelor’s degree
Computer Science	Whitworth University external site Spokane, Washington	26 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	Carnegie Mellon University external site Pittsburgh, Pennsylvania	27 graduated with Master’s degree
Data Analytics, General	Colorado State University-Fort Collins external site Fort Collins, Colorado	27 graduated with Postbaccalaureate certificate
Data Analytics, General	Youngstown State University external site Youngstown, Ohio	12 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 15 graduated with Postbaccalaureate certificate
Data Science, General	Kennesaw State University external site Kennesaw, Georgia	3 graduated with Bachelor’s degree 21 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Data Science, General	Portland State University external site Portland, Oregon	27 graduated with Bachelor’s degree
Data Science, General	Rutgers University-New Brunswick external site New Brunswick, New Jersey	27 graduated with Bachelor’s degree
Data Science, General	University of California-Santa Barbara external site Santa Barbara, California	27 graduated with Master’s degree
Data Science, General	University of Missouri-Kansas City external site Kansas City, Missouri	27 graduated with Master’s degree
Econometrics and Quantitative Economics	Claremont Graduate University external site Claremont, California	10 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Colorado Boulder external site Boulder, Colorado	11 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	Pepperdine University external site Malibu, California	27 graduated with Master’s degree
Financial Mathematics	The University of Texas at San Antonio external site San Antonio, Texas	26 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Information Technology	Columbia University in the City of New York external site New York, New York	27 graduated with Master’s degree
Information Technology	Lawrence Technological University external site Southfield, Michigan	6 graduated with Bachelor’s degree 21 graduated with Master’s degree
Information Technology	Sacramento City College external site Sacramento, California	14 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Information Technology	San Bernardino Valley College external site San Bernardino, California	8 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 19 graduated with Associate’s degree
Information Technology	Southeastern Community College external site West Burlington, Iowa	11 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Management Science	California Lutheran University external site Thousand Oaks, California	14 graduated with Bachelor’s degree 13 graduated with Master’s degree
Management Science	Carroll University external site Waukesha, Wisconsin	27 graduated with Master’s degree
Management Science	National Louis University external site Chicago, Illinois	27 graduated with Bachelor’s degree
Management Science	University of Denver external site Denver, Colorado	27 graduated with Master’s degree
Management Science	University of Redlands external site Redlands, California	27 graduated with Master’s degree
Mathematical Statistics and Probability	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	14 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	University of Illinois Springfield external site Springfield, Illinois	27 graduated with Master’s degree
Mathematics and Statistics	University of Houston external site Houston, Texas	27 graduated with Master’s degree
Mathematics, General	California Institute of Technology external site Pasadena, California	18 graduated with Bachelor’s degree 0 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Cleveland State University external site Cleveland, Ohio	18 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Mathematics, General	Dickinson College external site Carlisle, Pennsylvania	10 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major)
Mathematics, General	Modesto Junior College external site Modesto, California	27 graduated with Associate’s degree
Mathematics, General	Mount Holyoke College external site South Hadley, Massachusetts	13 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major)
Mathematics, General	Ohio University-Main Campus external site Athens, Ohio	9 graduated with Bachelor’s degree 13 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Reed College external site Portland, Oregon	27 graduated with Bachelor’s degree
Mathematics, General	Texas A & M International University external site Laredo, Texas	20 graduated with Bachelor’s degree 7 graduated with Master’s degree
Mathematics, General	Texas State University external site San Marcos, Texas	21 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Mathematics, General	University of Washington-Bothell Campus external site Bothell, Washington	27 graduated with Bachelor’s degree
Mathematics, General	University of Wisconsin-La Crosse external site La Crosse, Wisconsin	25 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	West Chester University of Pennsylvania external site West Chester, Pennsylvania	20 graduated with Bachelor’s degree 7 graduated with Master’s degree
Mathematics, General	Worcester Polytechnic Institute external site Worcester, Massachusetts	16 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major) 1 graduated with Doctor’s degree – research/scholarship
Statistics, General	Brigham Young University external site Provo, Utah	15 graduated with Bachelor’s degree 12 graduated with Master’s degree
Statistics, General	Carleton College external site Northfield, Minnesota	18 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Statistics, General	Central Michigan University external site Mount Pleasant, Michigan	7 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Idaho external site Moscow, Idaho	6 graduated with Bachelor’s degree 12 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Applied Mathematics, General	Hillsdale College external site Hillsdale, Michigan	23 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Long Island University external site Brookville, New York	5 graduated with Bachelor’s degree 21 graduated with Master’s degree
Business Analytics	Ensign College external site Salt Lake City, Utah	26 graduated with Less than one year certificate
Business Analytics	Minnesota State University-Mankato external site Mankato, Minnesota	26 graduated with Less than one year certificate
Business Analytics	University of Kentucky external site Lexington, Kentucky	26 graduated with Postbaccalaureate certificate
Business Statistics	Cleveland State University external site Cleveland, Ohio	26 graduated with Bachelor’s degree
Business Statistics	Mississippi Gulf Coast Community College external site Perkinston, Mississippi	18 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Computational Biology	Princeton University external site Princeton, New Jersey	15 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Computer Science	Erie Community College external site Buffalo, New York	26 graduated with Associate’s degree
Computer Science	Fullerton College external site Fullerton, California	26 graduated with Associate’s degree
Computer Science	Guam Community College external site Mangilao, Guam	1 graduated with One but less than two years certificate 25 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Science	Monroe Community College external site Rochester, New York	26 graduated with Associate’s degree
Computer Science	Northampton County Area Community College external site Bethlehem, Pennsylvania	26 graduated with Associate’s degree
Computer Science	Saint Xavier University external site Chicago, Illinois	24 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	University of North Carolina at Pembroke external site Pembroke, North Carolina	26 graduated with Bachelor’s degree
Data Science, General	Lindsey Wilson University external site Columbia, Kentucky	26 graduated with Master’s degree
Data Science, General	University of Central Florida external site Orlando, Florida	26 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Naval Postgraduate School external site Monterey, California	26 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Rhode Island external site Kingston, Rhode Island	20 graduated with Bachelor’s degree 6 graduated with Postbaccalaureate certificate
Financial Mathematics	University of Pennsylvania external site Philadelphia, Pennsylvania	19 graduated with Master’s degree 7 graduated with Master’s degree (second major)
Information Technology	Columbus State University external site Columbus, Georgia	26 graduated with Bachelor’s degree
Information Technology	Governors State University external site University Park, Illinois	26 graduated with Bachelor’s degree
Information Technology	James Madison University external site Harrisonburg, Virginia	25 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Loyola University Chicago external site Chicago, Illinois	12 graduated with Bachelor’s degree 14 graduated with Master’s degree
Information Technology	Surry Community College external site Dobson, North Carolina	20 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	University of North Texas at Dallas external site Dallas, Texas	26 graduated with Bachelor’s degree
Management Science	Oakland University external site Rochester Hills, Michigan	26 graduated with Master’s degree
Mathematics and Computer Science	University of Utah external site Salt Lake City, Utah	20 graduated with Bachelor’s degree 6 graduated with Master’s degree
Mathematics and Statistics, Other	Carnegie Mellon University external site Pittsburgh, Pennsylvania	23 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Doctor’s degree – research/scholarship
Mathematics, General	California State University-Bakersfield external site Bakersfield, California	26 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	California State University-Stanislaus external site Turlock, California	26 graduated with Bachelor’s degree
Mathematics, General	College of the Sequoias external site Visalia, California	26 graduated with Associate’s degree
Mathematics, General	CUNY Bernard M Baruch College external site New York, New York	24 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Fresno City College external site Fresno, California	26 graduated with Associate’s degree
Mathematics, General	Northern Arizona University external site Flagstaff, Arizona	21 graduated with Bachelor’s degree 5 graduated with Master’s degree
Mathematics, General	Saint Louis University external site Saint Louis, Missouri	7 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Southern Methodist University external site Dallas, Texas	24 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	The University of Texas at San Antonio external site San Antonio, Texas	24 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Mathematics, General	United States Air Force Academy external site USAF Academy, Colorado	11 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Alabama at Birmingham external site Birmingham, Alabama	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree
Mathematics, General	University of Richmond external site University of Richmond, Virginia	16 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Mathematics, General	West Virginia University external site Morgantown, West Virginia	17 graduated with Bachelor’s degree 6 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Pennsylvania external site Philadelphia, Pennsylvania	17 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	DePaul University external site Chicago, Illinois	25 graduated with Master’s degree
Bioinformatics	Carnegie Mellon University external site Pittsburgh, Pennsylvania	25 graduated with Master’s degree
Bioinformatics	Columbia University in the City of New York external site New York, New York	16 graduated with Master’s degree 5 graduated with Post-master’s certificate 4 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Loyola University Chicago external site Chicago, Illinois	15 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree
Business Analytics	Curry College external site Milton, Massachusetts	25 graduated with Master’s degree
Computer Science	Baker College external site Owosso, Michigan	25 graduated with Bachelor’s degree
Computer Science	California Baptist University external site Riverside, California	25 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	California Lutheran University external site Thousand Oaks, California	25 graduated with Bachelor’s degree
Computer Science	George Mason University external site Fairfax, Virginia	25 graduated with Bachelor’s degree
Computer Science	Massasoit Community College external site Brockton, Massachusetts	25 graduated with Associate’s degree
Computer Science	Pacific Lutheran University external site Tacoma, Washington	23 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Rio Hondo College external site Whittier, California	25 graduated with Associate’s degree
Computer Science	Universidad Politecnica de Puerto Rico external site Hato Rey, Puerto Rico	25 graduated with Less than one year certificate
Computer Science	Utah Tech University external site Saint George, Utah	25 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	California State Polytechnic University-Pomona external site Pomona, California	25 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Connecticut College external site New London, Connecticut	22 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Rutgers University-New Brunswick external site New Brunswick, New Jersey	16 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Skidmore College external site Saratoga Springs, New York	14 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	United States Air Force Academy external site USAF Academy, Colorado	24 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Economics and Computer Science	Emory University external site Atlanta, Georgia	18 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Financial Mathematics	The University of Texas at Arlington external site Arlington, Texas	25 graduated with Master’s degree
Financial Mathematics	University of Arizona external site Tucson, Arizona	25 graduated with Master’s degree
Information Technology	Crowder College external site Neosho, Missouri	25 graduated with Less than one year certificate
Information Technology	CUNY Queensborough Community College external site Bayside, New York	25 graduated with Associate’s degree
Information Technology	NUC University external site Bayamon, Puerto Rico	25 graduated with Associate’s degree
Information Technology	Randolph Community College external site Asheboro, North Carolina	13 graduated with Less than one year certificate 12 graduated with Associate’s degree
Information Technology	Raritan Valley Community College external site Branchburg, New Jersey	25 graduated with Associate’s degree
Information Technology	University of North Alabama external site Florence, Alabama	24 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	Indiana University of Pennsylvania external site Indiana, Pennsylvania	25 graduated with Master’s degree
Management Science	Pennsylvania State University-World Campus external site University Park, Pennsylvania	25 graduated with Postbaccalaureate certificate
Management Science	University of Central Arkansas external site Conway, Arkansas	1 graduated with Less than one year certificate 5 graduated with Bachelor’s degree 19 graduated with Master’s degree
Mathematics and Computer Science	Wellesley College external site Wellesley, Massachusetts	20 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	California State University-Chico external site Chico, California	24 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	California State University-East Bay external site Hayward, California	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree
Mathematics, General	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree 17 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Mathematics, General	CUNY Lehman College external site Bronx, New York	21 graduated with Bachelor’s degree 4 graduated with Master’s degree
Mathematics, General	Furman University external site Greenville, South Carolina	12 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Mathematics, General	San Jose City College external site San Jose, California	25 graduated with Associate’s degree
Mathematics, General	University of Hawaii at Manoa external site Honolulu, Hawaii	19 graduated with Bachelor’s degree 4 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Houston-Clear Lake external site Houston, Texas	23 graduated with Bachelor’s degree 2 graduated with Master’s degree
Mathematics, General	University of North Georgia external site Dahlonega, Georgia	25 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Naval Postgraduate School external site Monterey, California	13 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	Neumont College of Computer Science external site Salt Lake City, Utah	25 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Rider University external site Lawrenceville, New Jersey	25 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Dayton external site Dayton, Ohio	25 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	University of Silicon Valley external site San Jose, California	25 graduated with Bachelor’s degree
Statistics, General	Arizona State University Campus Immersion external site Tempe, Arizona	6 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Statistics, General	The University of Tennessee-Knoxville external site Knoxville, Tennessee	18 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Statistics, General	University of Delaware external site Newark, Delaware	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 16 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Statistics, General	West Chester University of Pennsylvania external site West Chester, Pennsylvania	0 graduated with Postbaccalaureate certificate 24 graduated with Master’s degree 1 graduated with Post-master’s certificate
Statistics, General	Western Michigan University external site Kalamazoo, Michigan	7 graduated with Bachelor’s degree 5 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	24 graduated with Bachelor’s degree 0 graduated with Master’s degree
Applied Statistics, General	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	5 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Artificial Intelligence	Purdue University-Main Campus external site West Lafayette, Indiana	2 graduated with Less than one year certificate 3 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 14 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Artificial Intelligence	University of Southern California external site Los Angeles, California	24 graduated with Master’s degree
Bioinformatics	Saint Louis University external site Saint Louis, Missouri	24 graduated with Master’s degree
Bioinformatics	University of Delaware external site Newark, Delaware	24 graduated with Master’s degree
Business Analytics	Augustana College external site Rock Island, Illinois	17 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Business Analytics	Bucknell University external site Lewisburg, Pennsylvania	24 graduated with Bachelor’s degree
Business Analytics	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	24 graduated with Postbaccalaureate certificate
Computational Mathematics	Boston University external site Boston, Massachusetts	22 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computational Science	Florida International University external site Miami, Florida	24 graduated with Master’s degree
Computer Science	Antelope Valley Community College District external site Lancaster, California	24 graduated with Associate’s degree
Computer Science	Bellevue University external site Bellevue, Nebraska	24 graduated with Bachelor’s degree
Computer Science	Cuyamaca College external site El Cajon, California	24 graduated with Associate’s degree
Computer Science	Evergreen Valley College external site San Jose, California	24 graduated with Associate’s degree
Computer Science	Georgia Southwestern State University external site Americus, Georgia	8 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree
Computer Science	Green River College external site Auburn, Washington	24 graduated with Associate’s degree
Computer Science	Hawaii Pacific University external site Honolulu, Hawaii	24 graduated with Bachelor’s degree
Computer Science	Inter American University of Puerto Rico-Ponce external site Mercedita, Puerto Rico	3 graduated with Associate’s degree 21 graduated with Bachelor’s degree
Computer Science	Lewis & Clark College external site Portland, Oregon	19 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Massachusetts Bay Community College external site Wellesley Hills, Massachusetts	24 graduated with Associate’s degree
Computer Science	Moravian University external site Bethlehem, Pennsylvania	22 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	State University of New York at Plattsburgh external site Plattsburgh, New York	22 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Analytics, General	SUNY Buffalo State University external site Buffalo, New York	1 graduated with Postbaccalaureate certificate 23 graduated with Master’s degree
Data Analytics, General	Tufts University external site Medford, Massachusetts	24 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Collin County Community College District external site McKinney, Texas	15 graduated with Less than one year certificate 9 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	University of Minnesota-Duluth external site Duluth, Minnesota	20 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Science, General	Chippewa Valley Technical College external site Eau Claire, Wisconsin	0 graduated with Less than one year certificate 24 graduated with Associate’s degree
Econometrics and Quantitative Economics	The New School external site New York, New York	14 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of North Carolina at Greensboro external site Greensboro, North Carolina	12 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Econometrics and Quantitative Economics	Wheaton College external site Wheaton, Illinois	20 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Financial Analytics	Georgia State University external site Atlanta, Georgia	8 graduated with Less than one year certificate 16 graduated with Postbaccalaureate certificate
Financial Mathematics	Johns Hopkins University external site Baltimore, Maryland	0 graduated with Postbaccalaureate certificate 24 graduated with Master’s degree
Financial Mathematics	Portland State University external site Portland, Oregon	24 graduated with Master’s degree
Financial Mathematics	University of Massachusetts-Lowell external site Lowell, Massachusetts	24 graduated with Master’s degree
Information Technology	Austin Peay State University external site Clarksville, Tennessee	24 graduated with Bachelor’s degree
Information Technology	Coastal Carolina University external site Conway, South Carolina	24 graduated with Bachelor’s degree
Information Technology	Grand Valley State University external site Allendale, Michigan	24 graduated with Bachelor’s degree
Information Technology	San Jose City College external site San Jose, California	24 graduated with Less than one year certificate
Information Technology	University of Cincinnati-Clermont College external site Batavia, Ohio	10 graduated with Less than one year certificate 14 graduated with Associate’s degree
Information Technology	University of South Carolina-Upstate external site Spartanburg, South Carolina	24 graduated with Bachelor’s degree
Management Science	Avila University external site Kansas City, Missouri	24 graduated with Master’s degree
Management Science	Eastern Illinois University external site Charleston, Illinois	24 graduated with Bachelor’s degree
Management Science	Milwaukee School of Engineering external site Milwaukee, Wisconsin	24 graduated with Master’s degree
Management Science	University of Alabama in Huntsville external site Huntsville, Alabama	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 21 graduated with Master’s degree
Management Science	West Virginia University external site Morgantown, West Virginia	24 graduated with Master’s degree
Mathematics, General	California State University-Channel Islands external site Camarillo, California	16 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Mathematics, General	College of Alameda external site Alameda, California	24 graduated with Associate’s degree
Mathematics, General	Kennesaw State University external site Kennesaw, Georgia	24 graduated with Bachelor’s degree
Mathematics, General	Merced College external site Merced, California	24 graduated with Associate’s degree
Mathematics, General	Santa Ana College external site Santa Ana, California	0 graduated with One but less than two years certificate 24 graduated with Associate’s degree
Mathematics, General	Stevens Institute of Technology external site Hoboken, New Jersey	20 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Louisiana at Lafayette external site Lafayette, Louisiana	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of North Alabama external site Florence, Alabama	10 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Mathematics, General	Wayne State University external site Detroit, Michigan	12 graduated with Bachelor’s degree 7 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Western Kentucky University external site Bowling Green, Kentucky	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Statistics, General	Temple University external site Philadelphia, Pennsylvania	21 graduated with Bachelor’s degree 0 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Statistics, General	The University of Texas at Dallas external site Richardson, Texas	13 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Colorado Boulder external site Boulder, Colorado	22 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Statistics, General	University of Iowa external site Iowa City, Iowa	16 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Wisconsin-La Crosse external site La Crosse, Wisconsin	23 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	University of Maryland-College Park external site College Park, Maryland	0 graduated with Two but less than 4 years certificate 0 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of South Florida external site Tampa, Florida	23 graduated with Master’s degree
Business Analytics	Eastern University external site Saint Davids, Pennsylvania	23 graduated with Master’s degree
Business Analytics	Georgia State University external site Atlanta, Georgia	10 graduated with Less than one year certificate 13 graduated with Postbaccalaureate certificate
Business Statistics	Lawrence Technological University external site Southfield, Michigan	0 graduated with Bachelor’s degree 23 graduated with Master’s degree
Computational Mathematics	Rochester Institute of Technology external site Rochester, New York	18 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Biola University external site La Mirada, California	22 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Contra Costa College external site San Pablo, California	23 graduated with Associate’s degree
Computer Science	Duquesne University external site Pittsburgh, Pennsylvania	15 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Science	Inter American University of Puerto Rico-Bayamon external site Bayamon, Puerto Rico	3 graduated with Associate’s degree 20 graduated with Bachelor’s degree
Computer Science	J Sargeant Reynolds Community College external site Richmond, Virginia	23 graduated with Associate’s degree
Computer Science	McNeese State University external site Lake Charles, Louisiana	23 graduated with Bachelor’s degree
Computer Science	Oral Roberts University external site Tulsa, Oklahoma	2 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 14 graduated with Bachelor’s degree 7 graduated with Master’s degree
Computer Science	Rockford University external site Rockford, Illinois	23 graduated with Bachelor’s degree
Computer Science	Santiago Canyon College external site Orange, California	23 graduated with Associate’s degree
Computer Science	University of Arkansas-Fort Smith external site Fort Smith, Arkansas	23 graduated with Bachelor’s degree
Computer Science	University of North America external site Fairfax, Virginia	23 graduated with Master’s degree
Computer Science	Virginia Military Institute external site Lexington, Virginia	23 graduated with Bachelor’s degree
Computer Science	West Texas A & M University external site Canyon, Texas	23 graduated with Bachelor’s degree
Data Science, General	Loyola University Chicago external site Chicago, Illinois	1 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 9 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree
Data Science, General	Stanford University external site Stanford, California	23 graduated with Bachelor’s degree
Data Science, General	Truman State University external site Kirksville, Missouri	6 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree
Econometrics and Quantitative Economics	Rhodes College external site Memphis, Tennessee	21 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Texas Tech University external site Lubbock, Texas	0 graduated with Bachelor’s degree 13 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	The College of Wooster external site Wooster, Ohio	22 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	The University of Alabama external site Tuscaloosa, Alabama	21 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Houston external site Houston, Texas	12 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Wyoming external site Laramie, Wyoming	13 graduated with Bachelor’s degree 8 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	West Virginia University external site Morgantown, West Virginia	19 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Financial Analytics	American University external site Washington, District of Columbia	23 graduated with Master’s degree
Financial Analytics	California State University-Long Beach external site Long Beach, California	22 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Financial Mathematics	University of Oregon external site Eugene, Oregon	21 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Information Technology	Jackson State Community College external site Jackson, Tennessee	1 graduated with Less than one year certificate 22 graduated with Associate’s degree
Information Technology	Los Angeles Trade Technical College external site Los Angeles, California	11 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Information Technology	New York Institute of Technology external site Old Westbury, New York	23 graduated with Bachelor’s degree
Information Technology	Point Loma Nazarene University external site San Diego, California	23 graduated with Bachelor’s degree
Information Technology	University of Maine at Augusta external site Augusta, Maine	4 graduated with Associate’s degree 19 graduated with Bachelor’s degree
Information Technology	University of South Alabama external site Mobile, Alabama	23 graduated with Bachelor’s degree
Information Technology	Villanova University external site Villanova, Pennsylvania	14 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Management Science	Hamline University external site Saint Paul, Minnesota	7 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Mathematics and Statistics	Georgetown University external site Washington, District of Columbia	23 graduated with Master’s degree
Mathematics, General	Adelphi University external site Garden City, New York	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Mathematics, General	Boise State University external site Boise, Idaho	16 graduated with Bachelor’s degree 6 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Mathematics, General	Davidson College external site Davidson, North Carolina	18 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Franklin and Marshall College external site Lancaster, Pennsylvania	17 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	Mississippi State University external site Mississippi State, Mississippi	14 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Mathematics, General	San Francisco State University external site San Francisco, California	16 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree
Mathematics, General	South Texas College external site McAllen, Texas	23 graduated with Associate’s degree
Mathematics, General	The University of Tennessee-Chattanooga external site Chattanooga, Tennessee	14 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Mathematics, General	United States Naval Academy external site Annapolis, Maryland	23 graduated with Bachelor’s degree
Mathematics, General	University of Wisconsin-Whitewater external site Whitewater, Wisconsin	23 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Mathematics, General	Virginia Commonwealth University external site Richmond, Virginia	17 graduated with Bachelor’s degree 6 graduated with Master’s degree
Mathematics, General	Western Carolina University external site Cullowhee, North Carolina	13 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Statistics, General	University of Arkansas external site Fayetteville, Arkansas	23 graduated with Master’s degree
Statistics, General	Villanova University external site Villanova, Pennsylvania	21 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Rochester Institute of Technology external site Rochester, New York	20 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Statistics, General	Baylor University external site Waco, Texas	12 graduated with Bachelor’s degree 5 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Washington University in St Louis external site St. Louis, Missouri	2 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Business Analytics	State University of New York at New Paltz external site New Paltz, New York	16 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree
Business Analytics	University of Charleston external site Charleston, West Virginia	3 graduated with Bachelor’s degree 19 graduated with Master’s degree
Computational Science	University of California-San Diego external site La Jolla, California	22 graduated with Master’s degree
Computer Science	Copiah-Lincoln Community College external site Wesson, Mississippi	22 graduated with Associate’s degree
Computer Science	Elmhurst University external site Elmhurst, Illinois	19 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Franklin and Marshall College external site Lancaster, Pennsylvania	19 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Hendrix College external site Conway, Arkansas	20 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Las Positas College external site Livermore, California	22 graduated with Associate’s degree
Computer Science	Moreno Valley College external site Moreno Valley, California	22 graduated with Associate’s degree
Computer Science	Morgan State University external site Baltimore, Maryland	22 graduated with Master’s degree
Computer Science	Rider University external site Lawrenceville, New Jersey	21 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Rowan College of South Jersey-Gloucester Campus external site Sewell, New Jersey	2 graduated with One but less than two years certificate 20 graduated with Associate’s degree
Computer Science	Saint Johns University external site Collegeville, Minnesota	22 graduated with Bachelor’s degree
Computer Science	St. Joseph's University-New York external site Brooklyn, New York	22 graduated with Bachelor’s degree
Computer Science	The University of Montana external site Missoula, Montana	18 graduated with Bachelor’s degree 2 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	Whitman College external site Walla Walla, Washington	19 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	Colorado State University-Fort Collins external site Fort Collins, Colorado	22 graduated with Bachelor’s degree
Data Science, General	Montgomery College external site Rockville, Maryland	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 18 graduated with Associate’s degree
Econometrics and Quantitative Economics	DePaul University external site Chicago, Illinois	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 13 graduated with Master’s degree
Econometrics and Quantitative Economics	Kent State University at Kent external site Kent, Ohio	16 graduated with Bachelor’s degree 6 graduated with Master’s degree
Econometrics and Quantitative Economics	William Paterson University of New Jersey external site Wayne, New Jersey	22 graduated with Less than one year certificate
Information Technology	Diablo Valley College external site Pleasant Hill, California	21 graduated with Less than one year certificate 1 graduated with Associate’s degree
Information Technology	Edgecombe Community College external site Tarboro, North Carolina	8 graduated with Less than one year certificate 8 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	Purdue University Northwest external site Hammond, Indiana	22 graduated with Bachelor’s degree
Information Technology	St. Joseph's University-New York external site Brooklyn, New York	0 graduated with Less than one year certificate 22 graduated with Bachelor’s degree
Information Technology	Stanly Community College external site Albemarle, North Carolina	4 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Management Science	Case Western Reserve University external site Cleveland, Ohio	22 graduated with Master’s degree
Management Science	Chaminade University of Honolulu external site Honolulu, Hawaii	7 graduated with Less than one year certificate 11 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Management Science	Marywood University external site Scranton, Pennsylvania	22 graduated with Master’s degree
Management Science	Metropolitan State University external site Saint Paul, Minnesota	22 graduated with Bachelor’s degree
Management Science	New Jersey City University external site Jersey City, New Jersey	3 graduated with Bachelor’s degree 19 graduated with Master’s degree
Management Science	Oklahoma State University-Oklahoma City external site Oklahoma City, Oklahoma	22 graduated with Associate’s degree
Management Science	Quincy University external site Quincy, Illinois	21 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	University of Wisconsin-Madison external site Madison, Wisconsin	22 graduated with Master’s degree
Mathematics and Computer Science	Pepperdine University external site Malibu, California	22 graduated with Bachelor’s degree
Mathematics, General	Auburn University external site Auburn, Alabama	7 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Bridgewater State University external site Bridgewater, Massachusetts	17 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Colorado College external site Colorado Springs, Colorado	20 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Emory University external site Atlanta, Georgia	10 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Fairfield University external site Fairfield, Connecticut	9 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Mathematics, General	Los Angeles Harbor College external site Wilmington, California	22 graduated with Associate’s degree
Mathematics, General	Millersville University of Pennsylvania external site Millersville, Pennsylvania	22 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	Oxnard College external site Oxnard, California	22 graduated with Associate’s degree
Mathematics, General	Schoolcraft Community College District external site Livonia, Michigan	22 graduated with Associate’s degree
Mathematics, General	University of Mississippi external site University, Mississippi	11 graduated with Bachelor’s degree 3 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of North Dakota external site Grand Forks, North Dakota	15 graduated with Bachelor’s degree 7 graduated with Master’s degree
Mathematics, General	Utah State University external site Logan, Utah	22 graduated with Bachelor’s degree 0 graduated with Master’s degree
Applied Mathematics, General	Auburn University external site Auburn, Alabama	14 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Applied Mathematics, General	Emory University external site Atlanta, Georgia	18 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	University of Wisconsin-Stout external site Menomonie, Wisconsin	13 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree
Bioinformatics	CUNY New York City College of Technology external site Brooklyn, New York	21 graduated with Bachelor’s degree
Bioinformatics	Harvard University external site Cambridge, Massachusetts	21 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Bioinformatics	University of California-Los Angeles external site Los Angeles, California	11 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Business Analytics	Duquesne University external site Pittsburgh, Pennsylvania	0 graduated with Bachelor’s degree 21 graduated with Bachelor’s degree (second major)
Business Analytics	Marymount University external site Arlington, Virginia	21 graduated with Doctor’s degree – research/scholarship
Business Analytics	Purdue University-Main Campus external site West Lafayette, Indiana	21 graduated with Postbaccalaureate certificate
Business Statistics	University of South Carolina-Upstate external site Spartanburg, South Carolina	21 graduated with Master’s degree
Business Statistics	Utah Valley University external site Orem, Utah	21 graduated with Less than one year certificate
Business Statistics	Western Illinois University external site Macomb, Illinois	1 graduated with Bachelor’s degree 20 graduated with Postbaccalaureate certificate
Computational Biology	Carnegie Mellon University external site Pittsburgh, Pennsylvania	6 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computational Biology	Harvard University external site Cambridge, Massachusetts	21 graduated with Master’s degree
Computational Science	Temple University external site Philadelphia, Pennsylvania	4 graduated with Less than one year certificate 15 graduated with Bachelor’s degree 2 graduated with Master’s degree
Computer Science	Blinn College District external site Brenham, Texas	21 graduated with Associate’s degree
Computer Science	Delaware State University external site Dover, Delaware	0 graduated with Less than one year certificate 21 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Dutchess Community College external site Poughkeepsie, New York	21 graduated with Associate’s degree
Computer Science	Ensign College external site Salt Lake City, Utah	21 graduated with Less than one year certificate
Computer Science	Gettysburg College external site Gettysburg, Pennsylvania	17 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Harrisburg Area Community College external site Harrisburg, Pennsylvania	21 graduated with Associate’s degree
Computer Science	High Point University external site High Point, North Carolina	19 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Indiana University-Southeast external site New Albany, Indiana	21 graduated with Bachelor’s degree
Computer Science	Inter American University of Puerto Rico-Fajardo external site Fajardo, Puerto Rico	0 graduated with Associate’s degree 9 graduated with Bachelor’s degree 12 graduated with Master’s degree
Computer Science	Los Medanos College external site Pittsburg, California	21 graduated with Associate’s degree
Computer Science	Mercer University external site Macon, Georgia	20 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Mercy University external site Dobbs Ferry, New York	16 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Science	Minnesota State University Moorhead external site Moorhead, Minnesota	17 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Mount St. Joseph University external site Cincinnati, Ohio	12 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Computer Science	Nassau Community College external site Garden City, New York	21 graduated with Associate’s degree
Computer Science	Northwest Mississippi Community College external site Senatobia, Mississippi	21 graduated with Associate’s degree
Computer Science	Suffolk University external site Boston, Massachusetts	21 graduated with Bachelor’s degree
Computer Science	University of Southern Indiana external site Evansville, Indiana	21 graduated with Bachelor’s degree
Data Analytics, General	Western Kentucky University external site Bowling Green, Kentucky	21 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Johnson County Community College external site Overland Park, Kansas	21 graduated with Less than one year certificate
Data Science, General	United States Air Force Academy external site USAF Academy, Colorado	18 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Scripps College external site Claremont, California	17 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Missouri-Kansas City external site Kansas City, Missouri	11 graduated with Bachelor’s degree 10 graduated with Master’s degree
Economics and Computer Science	Duke University external site Durham, North Carolina	2 graduated with Bachelor’s degree 19 graduated with Master’s degree
Financial Mathematics	Seattle University external site Seattle, Washington	0 graduated with Bachelor’s degree 21 graduated with Master’s degree
Information Technology	Chabot College external site Hayward, California	21 graduated with Associate’s degree
Information Technology	Columbia State Community College external site Columbia, Tennessee	1 graduated with One but less than two years certificate 20 graduated with Associate’s degree
Information Technology	Cosumnes River College external site Sacramento, California	21 graduated with Associate’s degree
Information Technology	Middlesex College external site Edison, New Jersey	21 graduated with Associate’s degree
Information Technology	Sampson Community College external site Clinton, North Carolina	9 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Information Technology	The University of Texas at El Paso external site El Paso, Texas	21 graduated with Bachelor’s degree
Information Technology	Vance-Granville Community College external site Henderson, North Carolina	0 graduated with Less than one year certificate 21 graduated with Associate’s degree
Information Technology	Victor Valley College external site Victorville, California	0 graduated with Less than one year certificate 21 graduated with Associate’s degree
Information Technology	Virginia Peninsula Community College external site Hampton, Virginia	21 graduated with Associate’s degree
Information Technology	Walters State Community College external site Morristown, Tennessee	21 graduated with Associate’s degree
Information Technology	Wilson Community College external site Wilson, North Carolina	2 graduated with Less than one year certificate 19 graduated with Associate’s degree
Management Science	Bellevue University external site Bellevue, Nebraska	21 graduated with Master’s degree
Management Science	Jacksonville University external site Jacksonville, Florida	10 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree
Management Science	Saint Peter's University external site Jersey City, New Jersey	21 graduated with Master’s degree
Management Science	Southeastern Oklahoma State University external site Durant, Oklahoma	21 graduated with Bachelor’s degree
Management Science	University of Washington-Bothell Campus external site Bothell, Washington	20 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Yale University external site New Haven, Connecticut	20 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Butte College external site Oroville, California	21 graduated with Associate’s degree
Mathematics, General	East Texas A&M University external site Commerce, Texas	7 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 11 graduated with Master’s degree
Mathematics, General	Georgia Southern University external site Statesboro, Georgia	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree
Mathematics, General	Haverford College external site Haverford, Pennsylvania	12 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Mathematics, General	Michigan Technological University external site Houghton, Michigan	12 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Moreno Valley College external site Moreno Valley, California	21 graduated with Associate’s degree
Mathematics, General	Napa Valley College external site Napa, California	21 graduated with Associate’s degree
Mathematics, General	Purdue University Fort Wayne external site Fort Wayne, Indiana	0 graduated with Less than one year certificate 10 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree
Mathematics, General	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	13 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Mathematics, General	Salisbury University external site Salisbury, Maryland	21 graduated with Bachelor’s degree
Mathematics, General	Skidmore College external site Saratoga Springs, New York	16 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	University of New Hampshire-Main Campus external site Durham, New Hampshire	6 graduated with Bachelor’s degree 12 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Victor Valley College external site Victorville, California	21 graduated with Associate’s degree
Statistics, General	Case Western Reserve University external site Cleveland, Ohio	15 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Artificial Intelligence	George Washington University external site Washington, District of Columbia	20 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of California-Santa Cruz external site Santa Cruz, California	20 graduated with Master’s degree
Artificial Intelligence	University of Missouri-St Louis external site Saint Louis, Missouri	5 graduated with Less than one year certificate 15 graduated with Postbaccalaureate certificate
Business Analytics	Christian Brothers University external site Memphis, Tennessee	0 graduated with Master’s degree 20 graduated with Master’s degree (second major)
Business Analytics	Florida Polytechnic University external site Lakeland, Florida	20 graduated with Bachelor’s degree
Business Analytics	George Fox University external site Newberg, Oregon	0 graduated with Less than 12 weeks certificate 20 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Business Analytics	University at Albany external site Albany, New York	20 graduated with Master’s degree
Computational and Applied Mathematics	Northwestern University external site Evanston, Illinois	0 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major)
Computer Science	Austin Peay State University external site Clarksville, Tennessee	20 graduated with Bachelor’s degree
Computer Science	Baldwin Wallace University external site Berea, Ohio	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Brigham Young University-Hawaii external site Laie, Hawaii	20 graduated with Bachelor’s degree
Computer Science	Centre College external site Danville, Kentucky	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Century College external site White Bear Lake, Minnesota	18 graduated with Associate’s degree 2 graduated with Associate’s degree (second major)
Computer Science	CUNY Bronx Community College external site Bronx, New York	20 graduated with Associate’s degree
Computer Science	John Carroll University external site University Heights, Ohio	20 graduated with Bachelor’s degree
Computer Science	Los Angeles City College external site Los Angeles, California	20 graduated with Associate’s degree
Computer Science	Morehouse College external site Atlanta, Georgia	20 graduated with Bachelor’s degree
Computer Science	Northcentral University external site San Diego, California	5 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Computer Science	Snow College external site Ephraim, Utah	20 graduated with Associate’s degree
Computer Science	Tarleton State University external site Stephenville, Texas	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	University of North Carolina Asheville external site Asheville, North Carolina	20 graduated with Bachelor’s degree
Computer Science	University of North Georgia external site Dahlonega, Georgia	20 graduated with Master’s degree
Data Analytics, Other	Lake Forest College external site Lake Forest, Illinois	10 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Data Analytics, Other	Purdue University Global external site West Lafayette, Indiana	20 graduated with One but less than two years certificate
Data Science, General	Christian Brothers University external site Memphis, Tennessee	20 graduated with Master’s degree
Data Science, General	College of Charleston external site Charleston, South Carolina	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree
Data Science, General	Mount Holyoke College external site South Hadley, Massachusetts	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	St Petersburg College external site St. Petersburg, Florida	20 graduated with Associate’s degree
Data Science, General	University of California-Davis external site Davis, California	20 graduated with Bachelor’s degree
Data Science, General	University of Central Missouri external site Warrensburg, Missouri	1 graduated with Bachelor’s degree 19 graduated with Master’s degree
Data Science, General	University of Vermont external site Burlington, Vermont	20 graduated with Bachelor’s degree
Data Science, General	University of Wisconsin-Eau Claire external site Eau Claire, Wisconsin	4 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree
Econometrics and Quantitative Economics	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	20 graduated with Master’s degree
Econometrics and Quantitative Economics	Saint Louis University external site Saint Louis, Missouri	4 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree
Econometrics and Quantitative Economics	Sonoma State University external site Rohnert Park, California	16 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Hartford external site West Hartford, Connecticut	16 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Nebraska at Omaha external site Omaha, Nebraska	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Econometrics and Quantitative Economics	University of San Diego external site San Diego, California	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	11 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	The University of Tampa external site Tampa, Florida	19 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Information Technology	American National University external site Salem, Virginia	20 graduated with Master’s degree
Information Technology	Brigham Young University-Hawaii external site Laie, Hawaii	20 graduated with Bachelor’s degree
Information Technology	Cleveland State Community College external site Cleveland, Tennessee	11 graduated with Less than one year certificate 9 graduated with Associate’s degree
Information Technology	Lehigh University external site Bethlehem, Pennsylvania	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Mountwest Community and Technical College external site Huntington, West Virginia	20 graduated with Associate’s degree
Information Technology	Pennsylvania State University-World Campus external site University Park, Pennsylvania	20 graduated with Associate’s degree
Information Technology	Roane State Community College external site Harriman, Tennessee	2 graduated with Less than one year certificate 18 graduated with Associate’s degree
Information Technology	San Joaquin Delta College external site Stockton, California	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 20 graduated with Associate’s degree
Information Technology	Southern Careers Institute-San Antonio external site San Antonio, Texas	20 graduated with Less than one year certificate
Information Technology	The University of Tampa external site Tampa, Florida	19 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Information Technology	University of Wisconsin-Parkside external site Kenosha, Wisconsin	20 graduated with Master’s degree
Information Technology	West Virginia University at Parkersburg external site Parkersburg, West Virginia	20 graduated with Associate’s degree
Management Science	Michigan State University external site East Lansing, Michigan	20 graduated with Master’s degree
Management Science	Rensselaer Polytechnic Institute external site Troy, New York	20 graduated with Postbaccalaureate certificate
Management Science	The University of Tampa external site Tampa, Florida	20 graduated with Master’s degree
Management Science	University of Rhode Island external site Kingston, Rhode Island	20 graduated with Less than one year certificate
Mathematics and Statistics	University of Missouri-Kansas City external site Kansas City, Missouri	20 graduated with Bachelor’s degree
Mathematics, General	Central Methodist University-College of Graduate and Extended Studies external site Fayette, Missouri	1 graduated with Bachelor’s degree 19 graduated with Master’s degree
Mathematics, General	Emporia State University external site Emporia, Kansas	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree
Mathematics, General	Lehigh University external site Bethlehem, Pennsylvania	13 graduated with Bachelor’s degree 2 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Marshall University external site Huntington, West Virginia	10 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Mathematics, General	Metropolitan State University of Denver external site Denver, Colorado	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	New Mexico State University-Main Campus external site Las Cruces, New Mexico	7 graduated with Bachelor’s degree 6 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Rio Hondo College external site Whittier, California	20 graduated with Associate’s degree
Mathematics, General	Shippensburg University of Pennsylvania external site Shippensburg, Pennsylvania	18 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Southern Illinois University-Carbondale external site Carbondale, Illinois	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	State University of New York at New Paltz external site New Paltz, New York	20 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	The College of Wooster external site Wooster, Ohio	14 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	Towson University external site Towson, Maryland	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Wyoming external site Laramie, Wyoming	9 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	University of Cincinnati-Main Campus external site Cincinnati, Ohio	18 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Statistics, General	California State University-Fullerton external site Fullerton, California	20 graduated with Master’s degree
Statistics, General	California State University-Long Beach external site Long Beach, California	20 graduated with Bachelor’s degree
Statistics, General	George Mason University external site Fairfax, Virginia	14 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Statistics, General	North Dakota State University-Main Campus external site Fargo, North Dakota	3 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 5 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Maryland-College Park external site College Park, Maryland	3 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Statistics, General	Utah State University external site Logan, Utah	16 graduated with Bachelor’s degree 4 graduated with Master’s degree
Applied Mathematics, General	Boise State University external site Boise, Idaho	3 graduated with Less than one year certificate 16 graduated with Bachelor’s degree
Applied Mathematics, General	Missouri University of Science and Technology external site Rolla, Missouri	14 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Artificial Intelligence	University of Bridgeport external site Bridgeport, Connecticut	19 graduated with Master’s degree
Bioinformatics	University of Arizona external site Tucson, Arizona	15 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Business Analytics	High Point University external site High Point, North Carolina	0 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Business Analytics	Saint Louis University external site Saint Louis, Missouri	8 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Business Analytics	University of Akron Main Campus external site Akron, Ohio	1 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Business Statistics	Dominican University of California external site San Rafael, California	19 graduated with Master’s degree
Business Statistics	Merrimack College external site North Andover, Massachusetts	0 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Computational and Applied Mathematics	Connors State College external site Warner, Oklahoma	19 graduated with Associate’s degree
Computational Mathematics	University of California-Santa Cruz external site Santa Cruz, California	14 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computational Mathematics	University of Washington-Seattle Campus external site Seattle, Washington	19 graduated with Bachelor’s degree
Computational Science	CUNY New York City College of Technology external site Brooklyn, New York	19 graduated with Bachelor’s degree
Computer Science	Anoka-Ramsey Community College external site Coon Rapids, Minnesota	19 graduated with Associate’s degree
Computer Science	Bryn Mawr College external site Bryn Mawr, Pennsylvania	19 graduated with Bachelor’s degree
Computer Science	Creighton University external site Omaha, Nebraska	0 graduated with Less than one year certificate 0 graduated with Associate’s degree 15 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Golden West College external site Huntington Beach, California	19 graduated with Associate’s degree
Computer Science	John Brown University external site Siloam Springs, Arkansas	19 graduated with Bachelor’s degree
Computer Science	University of Louisiana at Monroe external site Monroe, Louisiana	19 graduated with Bachelor’s degree
Computer Science	University of Southern Maine external site Portland, Maine	17 graduated with Bachelor’s degree 2 graduated with Master’s degree
Data Analytics, General	University of Missouri-St Louis external site Saint Louis, Missouri	19 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Auburn University external site Auburn, Alabama	19 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	University of Detroit Mercy external site Detroit, Michigan	1 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Data Science, General	Champlain College external site Burlington, Vermont	8 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 7 graduated with Postbaccalaureate certificate
Data Science, General	Florida State College at Jacksonville external site Jacksonville, Florida	6 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Econometrics and Quantitative Economics	Clemson University external site Clemson, South Carolina	19 graduated with Master’s degree
Econometrics and Quantitative Economics	CUNY Hunter College external site New York, New York	8 graduated with Bachelor’s degree 11 graduated with Master’s degree
Econometrics and Quantitative Economics	Lawrence University external site Appleton, Wisconsin	11 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	North Carolina State University at Raleigh external site Raleigh, North Carolina	8 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University at Buffalo external site Buffalo, New York	3 graduated with Bachelor’s degree 15 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Georgia external site Athens, Georgia	11 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Toledo external site Toledo, Ohio	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 5 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Financial Analytics	New York University external site New York, New York	19 graduated with Master’s degree
Financial Analytics	University of South Florida external site Tampa, Florida	19 graduated with Master’s degree
Financial Analytics	Utah Valley University external site Orem, Utah	19 graduated with Master’s degree
Financial Mathematics	George Mason University external site Fairfax, Virginia	19 graduated with Master’s degree
Financial Mathematics	Northern Illinois University external site Dekalb, Illinois	19 graduated with Master’s degree
Financial Mathematics	University of Illinois Springfield external site Springfield, Illinois	19 graduated with Master’s degree
Financial Mathematics	University of North Carolina at Charlotte external site Charlotte, North Carolina	19 graduated with Master’s degree
Information Technology	Brigham Young University external site Provo, Utah	15 graduated with Bachelor’s degree 4 graduated with Master’s degree
Information Technology	Clayton State University external site Morrow, Georgia	19 graduated with Bachelor’s degree
Information Technology	Haywood Community College external site Clyde, North Carolina	4 graduated with Less than one year certificate 5 graduated with One but less than two years certificate 10 graduated with Associate’s degree
Information Technology	Isothermal Community College external site Spindale, North Carolina	9 graduated with Less than one year certificate 10 graduated with Associate’s degree
Information Technology	Lewis University external site Romeoville, Illinois	19 graduated with Bachelor’s degree
Information Technology	Lindenwood University external site Saint Charles, Missouri	19 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Technology	Macomb Community College external site Warren, Michigan	0 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Information Technology	Merritt College external site Oakland, California	14 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Information Technology	Naval Postgraduate School external site Monterey, California	19 graduated with Master’s degree
Information Technology	Peirce College external site Philadelphia, Pennsylvania	1 graduated with Less than one year certificate 3 graduated with Associate’s degree 15 graduated with Bachelor’s degree
Information Technology	University of New Hampshire-Main Campus external site Durham, New Hampshire	19 graduated with Bachelor’s degree
Management Science	Saint Vincent College external site Latrobe, Pennsylvania	19 graduated with Bachelor’s degree
Management Science	University of Colorado Boulder external site Boulder, Colorado	19 graduated with Master’s degree
Mathematics, General	Community College of Allegheny County external site Pittsburgh, Pennsylvania	19 graduated with Associate’s degree
Mathematics, General	East Carolina University external site Greenville, North Carolina	15 graduated with Bachelor’s degree 4 graduated with Master’s degree
Mathematics, General	East Tennessee State University external site Johnson City, Tennessee	13 graduated with Bachelor’s degree 6 graduated with Master’s degree
Mathematics, General	Indiana State University external site Terre Haute, Indiana	7 graduated with Bachelor’s degree 12 graduated with Master’s degree
Mathematics, General	Lewis & Clark College external site Portland, Oregon	16 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Minnesota State University-Mankato external site Mankato, Minnesota	10 graduated with Bachelor’s degree 9 graduated with Master’s degree
Mathematics, General	Murray State University external site Murray, Kentucky	14 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Mathematics, General	Sam Houston State University external site Huntsville, Texas	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Mathematics, General	Santa Clara University external site Santa Clara, California	13 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	Texas Woman's University external site Denton, Texas	15 graduated with Bachelor’s degree 4 graduated with Master’s degree
Mathematics, General	Union College external site Schenectady, New York	15 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Central Arkansas external site Conway, Arkansas	14 graduated with Bachelor’s degree 5 graduated with Master’s degree
Mathematics, General	University of Massachusetts-Boston external site Boston, Massachusetts	19 graduated with Bachelor’s degree
Mathematics, General	University of Missouri-St Louis external site Saint Louis, Missouri	0 graduated with Less than one year certificate 9 graduated with Bachelor’s degree 10 graduated with Master’s degree
Statistics, General	Amherst College external site Amherst, Massachusetts	4 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major)
Statistics, General	Loyola University Chicago external site Chicago, Illinois	8 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree
Statistics, General	University at Buffalo external site Buffalo, New York	17 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Statistics, General	University of Akron Main Campus external site Akron, Ohio	10 graduated with Bachelor’s degree 9 graduated with Master’s degree
Statistics, General	University of South Florida external site Tampa, Florida	18 graduated with Bachelor’s degree 1 graduated with Master’s degree
Applied Mathematics, General	Case Western Reserve University external site Cleveland, Ohio	15 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Cornell University external site Ithaca, New York	5 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Naval Postgraduate School external site Monterey, California	9 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Rochester external site Rochester, New York	18 graduated with Bachelor’s degree 0 graduated with Master’s degree
Artificial Intelligence	Naval Postgraduate School external site Monterey, California	18 graduated with Postbaccalaureate certificate
Bioinformatics	The University of Texas at Dallas external site Richardson, Texas	18 graduated with Master’s degree
Business Analytics	University of South Dakota external site Vermillion, South Dakota	4 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Business Analytics	Wilmington University external site New Castle, Delaware	18 graduated with Bachelor’s degree
Business Analytics	Yeshiva University external site New York, New York	18 graduated with Bachelor’s degree
Computational Biology	Weill Medical College of Cornell University external site New York, New York	12 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computational Science	Ball State University external site Muncie, Indiana	18 graduated with Master’s degree
Computational Science	Iowa State University external site Ames, Iowa	16 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate
Computer Science	Air Force Institute of Technology-Graduate School of Engineering & Management external site Wright-Patterson AFB, Ohio	14 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Anderson University external site Anderson, South Carolina	18 graduated with Master’s degree
Computer Science	Baton Rouge Community College external site Baton Rouge, Louisiana	18 graduated with Associate’s degree
Computer Science	Cabrillo College external site Aptos, California	1 graduated with Less than one year certificate 17 graduated with Associate’s degree
Computer Science	Caldwell University external site Caldwell, New Jersey	18 graduated with Bachelor’s degree
Computer Science	Concordia University Texas external site Austin, Texas	18 graduated with Bachelor’s degree
Computer Science	CUNY Hostos Community College external site Bronx, New York	18 graduated with Associate’s degree
Computer Science	Drew University external site Madison, New Jersey	18 graduated with Bachelor’s degree
Computer Science	Inter American University of Puerto Rico-San German external site San German, Puerto Rico	5 graduated with Associate’s degree 13 graduated with Bachelor’s degree
Computer Science	Kutztown University of Pennsylvania external site Kutztown, Pennsylvania	18 graduated with Master’s degree
Computer Science	Lake Area Technical College external site Watertown, South Dakota	18 graduated with Associate’s degree
Computer Science	Longwood University external site Farmville, Virginia	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Muhlenberg College external site Allentown, Pennsylvania	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 18 graduated with Bachelor’s degree
Computer Science	Renton Technical College external site Renton, Washington	18 graduated with Associate’s degree
Computer Science	Southern Maine Community College external site South Portland, Maine	18 graduated with Associate’s degree
Computer Science	University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	14 graduated with Bachelor’s degree 4 graduated with Master’s degree
Computer Science	Wheaton College external site Wheaton, Illinois	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Wofford College external site Spartanburg, South Carolina	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	County College of Morris external site Randolph, New Jersey	10 graduated with Less than one year certificate 8 graduated with Associate’s degree
Data Analytics, General	University of Michigan-Flint external site Flint, Michigan	18 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Rochester Institute of Technology external site Rochester, New York	18 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	University of North Carolina Wilmington external site Wilmington, North Carolina	18 graduated with Master’s degree
Data Science, General	The University of Texas at Arlington external site Arlington, Texas	18 graduated with Bachelor’s degree
Data Science, General	University of Houston-Downtown external site Houston, Texas	18 graduated with Bachelor’s degree
Data Science, General	Western Washington University external site Bellingham, Washington	18 graduated with Bachelor’s degree
Data Science, Other	Western Washington University external site Bellingham, Washington	18 graduated with Postbaccalaureate certificate
Econometrics and Quantitative Economics	Belmont University external site Nashville, Tennessee	12 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Knox College external site Galesburg, Illinois	12 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Miami University-Oxford external site Oxford, Ohio	4 graduated with Bachelor’s degree 14 graduated with Master’s degree
Econometrics and Quantitative Economics	Saint Johns University external site Collegeville, Minnesota	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Salisbury University external site Salisbury, Maryland	18 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	SUNY College at Geneseo external site Geneseo, New York	15 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Financial Mathematics	Tulane University of Louisiana external site New Orleans, Louisiana	18 graduated with Master’s degree
Information Technology	CUNY Stella and Charles Guttman Community College external site New York, New York	18 graduated with Associate’s degree
Information Technology	DeVry University-Florida external site Orlando, Florida	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 12 graduated with Associate’s degree 6 graduated with Bachelor’s degree
Information Technology	Florida Agricultural and Mechanical University external site Tallahassee, Florida	18 graduated with Bachelor’s degree
Information Technology	Hawaii Community College external site Hilo, Hawaii	8 graduated with One but less than two years certificate 10 graduated with Associate’s degree
Information Technology	Los Angeles City College external site Los Angeles, California	7 graduated with Less than one year certificate 11 graduated with Associate’s degree
Information Technology	Palomar College external site San Marcos, California	5 graduated with Less than one year certificate 6 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Information Technology	South College external site Knoxville, Tennessee	10 graduated with One but less than two years certificate 7 graduated with Associate’s degree 1 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	Southern West Virginia Community and Technical College external site Logan, West Virginia	9 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Information Technology	The College of Westchester external site White Plains, New York	18 graduated with Bachelor’s degree
Information Technology	University of Houston-Clear Lake external site Houston, Texas	18 graduated with Bachelor’s degree
Information Technology	Vincennes University external site Vincennes, Indiana	1 graduated with One but less than two years certificate 17 graduated with Associate’s degree
Management Science	Elmhurst University external site Elmhurst, Illinois	1 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree
Management Science	Goldey-Beacom College external site Wilmington, Delaware	0 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Management Science	Roosevelt University external site Chicago, Illinois	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	San Francisco State University external site San Francisco, California	0 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Management Science	University of Nebraska at Omaha external site Omaha, Nebraska	13 graduated with Bachelor’s degree 5 graduated with Postbaccalaureate certificate
Management Science	University of New Hampshire-Main Campus external site Durham, New Hampshire	12 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Mathematics and Statistics	The University of Texas at El Paso external site El Paso, Texas	13 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Gustavus Adolphus College external site Saint Peter, Minnesota	18 graduated with Bachelor’s degree
Mathematics, General	North Dakota State University-Main Campus external site Fargo, North Dakota	9 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	San Bernardino Valley College external site San Bernardino, California	18 graduated with Associate’s degree
Mathematics, General	Southern Illinois University Edwardsville external site Edwardsville, Illinois	10 graduated with Bachelor’s degree 8 graduated with Master’s degree
Mathematics, General	Washington and Lee University external site Lexington, Virginia	9 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Mathematics, General	Western Oklahoma State College external site Altus, Oklahoma	18 graduated with Associate’s degree
Statistics, General	University of Arizona external site Tucson, Arizona	2 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Kentucky external site Lexington, Kentucky	13 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Colgate University external site Hamilton, New York	13 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Brandeis University external site Waltham, Massachusetts	17 graduated with Master’s degree
Artificial Intelligence	Saint Mary's University of Minnesota external site Winona, Minnesota	17 graduated with Postbaccalaureate certificate
Artificial Intelligence	The University of Texas at San Antonio external site San Antonio, Texas	10 graduated with Less than one year certificate 7 graduated with Master’s degree
Bioinformatics	George Washington University external site Washington, District of Columbia	17 graduated with Master’s degree
Bioinformatics	Rochester Institute of Technology external site Rochester, New York	6 graduated with Bachelor’s degree 11 graduated with Master’s degree
Business Analytics	Menlo College external site Atherton, California	17 graduated with Bachelor’s degree
Business Analytics	North Dakota State University-Main Campus external site Fargo, North Dakota	17 graduated with Less than one year certificate
Business Analytics	Texas Wesleyan University external site Fort Worth, Texas	1 graduated with Bachelor’s degree 16 graduated with Master’s degree
Business Analytics	University of Nevada-Reno external site Reno, Nevada	17 graduated with Master’s degree
Business Statistics	LIM College external site New York, New York	17 graduated with Master’s degree
Business Statistics	University of the Pacific external site Stockton, California	9 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Computational Biology	Case Western Reserve University external site Cleveland, Ohio	11 graduated with Bachelor’s degree 4 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computational Science	Florida State University external site Tallahassee, Florida	9 graduated with Bachelor’s degree 4 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Andrews University external site Berrien Springs, Michigan	17 graduated with Bachelor’s degree
Computer Science	Austin College external site Sherman, Texas	17 graduated with Bachelor’s degree
Computer Science	Berry College external site Mount Berry, Georgia	11 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Science	Cameron University external site Lawton, Oklahoma	17 graduated with Bachelor’s degree
Computer Science	Central Methodist University-College of Liberal Arts and Sciences external site Fayette, Missouri	16 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Cerritos College external site Norwalk, California	17 graduated with Associate’s degree
Computer Science	Crafton Hills College external site Yucaipa, California	17 graduated with Associate’s degree
Computer Science	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree 10 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Science	Finger Lakes Community College external site Canandaigua, New York	17 graduated with Associate’s degree
Computer Science	Iona University external site New Rochelle, New York	16 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	Loyola University Maryland external site Baltimore, Maryland	17 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	South College external site Knoxville, Tennessee	14 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Science	Southern Adventist University external site Collegedale, Tennessee	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 11 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Science	Springfield Technical Community College external site Springfield, Massachusetts	17 graduated with Associate’s degree
Computer Science	The Catholic University of America external site Washington, District of Columbia	12 graduated with Bachelor’s degree 3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Akron Main Campus external site Akron, Ohio	2 graduated with One but less than two years certificate 2 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree
Computer Science	University of Puerto Rico-Arecibo external site Arecibo, Puerto Rico	17 graduated with Bachelor’s degree
Computer Science	University of West Georgia external site Carrollton, Georgia	17 graduated with Master’s degree
Computer Science	Ursinus College external site Collegeville, Pennsylvania	14 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Valparaiso University external site Valparaiso, Indiana	15 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	West Virginia State University external site Institute, West Virginia	10 graduated with Bachelor’s degree 7 graduated with Master’s degree
Data Analytics, General	Bridgerland Technical College external site Logan, Utah	17 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Utah State University external site Logan, Utah	3 graduated with Bachelor’s degree 14 graduated with Master’s degree
Data Science, General	East Carolina University external site Greenville, North Carolina	17 graduated with Master’s degree
Data Science, General	Florida Polytechnic University external site Lakeland, Florida	0 graduated with Less than one year certificate 8 graduated with Bachelor’s degree 9 graduated with Master’s degree
Data Science, General	Harvard University external site Cambridge, Massachusetts	17 graduated with Less than 12 weeks certificate
Data Science, General	The College of Wooster external site Wooster, Ohio	14 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	University of Wisconsin-La Crosse external site La Crosse, Wisconsin	3 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree
Econometrics and Quantitative Economics	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree 7 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Missouri State University-Springfield external site Springfield, Missouri	16 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Ohio University-Main Campus external site Athens, Ohio	17 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Kansas external site Lawrence, Kansas	12 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of North Dakota external site Grand Forks, North Dakota	17 graduated with Master’s degree
Financial Analytics	Texas Woman's University external site Denton, Texas	17 graduated with Master’s degree
Financial Mathematics	Dallas Baptist University external site Dallas, Texas	17 graduated with Master’s degree
Information Technology	Augusta University external site Augusta, Georgia	17 graduated with Bachelor’s degree
Information Technology	Baltimore City Community College external site Baltimore, Maryland	1 graduated with Less than one year certificate 16 graduated with Associate’s degree
Information Technology	California Baptist University external site Riverside, California	17 graduated with Bachelor’s degree
Information Technology	Central Texas College external site Killeen, Texas	0 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Information Technology	Columbia Basin College external site Pasco, Washington	0 graduated with Less than one year certificate 8 graduated with Associate’s degree 9 graduated with Bachelor’s degree
Information Technology	Menlo College external site Atherton, California	17 graduated with Master’s degree
Information Technology	State College of Florida-Manatee-Sarasota external site Bradenton, Florida	1 graduated with Less than one year certificate 16 graduated with Associate’s degree
Information Technology	Strayer University-New Jersey external site Piscataway, New Jersey	12 graduated with Less than one year certificate 5 graduated with Bachelor’s degree
Management Science	Bucknell University external site Lewisburg, Pennsylvania	17 graduated with Bachelor’s degree
Management Science	Marquette University external site Milwaukee, Wisconsin	0 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree 0 graduated with Post-master’s certificate
Management Science	The University of Montana external site Missoula, Montana	17 graduated with Master’s degree
Management Science	University of St Francis external site Joliet, Illinois	8 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Mathematics and Computer Science	Richard Bland College external site South Prince George, Virginia	17 graduated with Associate’s degree
Mathematics, General	Christopher Newport University external site Newport News, Virginia	17 graduated with Bachelor’s degree
Mathematics, General	CUNY City College external site New York, New York	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree
Mathematics, General	Eastern Connecticut State University external site Willimantic, Connecticut	16 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Lafayette College external site Easton, Pennsylvania	14 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Los Angeles Mission College external site Sylmar, California	17 graduated with Associate’s degree
Mathematics, General	Louisiana Tech University external site Ruston, Louisiana	8 graduated with Bachelor’s degree 9 graduated with Master’s degree
Mathematics, General	Middle Tennessee State University external site Murfreesboro, Tennessee	14 graduated with Bachelor’s degree 3 graduated with Master’s degree
Mathematics, General	Oakland University external site Rochester Hills, Michigan	13 graduated with Bachelor’s degree 4 graduated with Master’s degree
Mathematics, General	Seattle University external site Seattle, Washington	13 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	St. Mary's College of Maryland external site St. Mary's City, Maryland	12 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Stockton University external site Galloway, New Jersey	17 graduated with Bachelor’s degree
Mathematics, General	University of Colorado Denver/Anschutz Medical Campus external site Denver, Colorado	17 graduated with Bachelor’s degree
Mathematics, General	University of Minnesota-Duluth external site Duluth, Minnesota	16 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Toledo external site Toledo, Ohio	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Wheaton College external site Wheaton, Illinois	14 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Modeling, Virtual Environments and Simulation	Mississippi Gulf Coast Community College external site Perkinston, Mississippi	12 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Statistics, General	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	12 graduated with Bachelor’s degree 3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Statistics, General	St Lawrence University external site Canton, New York	11 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Statistics, General	Texas Tech University external site Lubbock, Texas	17 graduated with Master’s degree
Statistics, General	Williams College external site Williamstown, Massachusetts	5 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Thomas Edison State University external site Trenton, New Jersey	16 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Applied Mathematics, General	University of Central Florida external site Orlando, Florida	0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Montclair State University external site Montclair, New Jersey	0 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree
Artificial Intelligence	University of Advancing Technology external site Tempe, Arizona	13 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Bioinformatics	University of Maryland-Baltimore County external site Baltimore, Maryland	16 graduated with Bachelor’s degree
Bioinformatics	University of Wisconsin-Madison external site Madison, Wisconsin	1 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Business Analytics	Davenport University external site Grand Rapids, Michigan	13 graduated with Master’s degree 3 graduated with Post-master’s certificate
Business Analytics	Florida Southern College external site Lakeland, Florida	4 graduated with Bachelor’s degree 12 graduated with Master’s degree
Business Analytics	Manhattan University external site Riverdale, New York	14 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Business Analytics	University of Michigan-Dearborn external site Dearborn, Michigan	0 graduated with Bachelor’s degree 16 graduated with Master’s degree
Business Analytics	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	16 graduated with Postbaccalaureate certificate
Business Statistics	Bay Path University external site Longmeadow, Massachusetts	16 graduated with Master’s degree
Computational Science	University of Miami external site Coral Gables, Florida	16 graduated with Master’s degree
Computational Science	University of South Carolina Beaufort external site Bluffton, South Carolina	0 graduated with Associate’s degree 14 graduated with Bachelor’s degree 2 graduated with Master’s degree
Computer Science	Abilene Christian University external site Abilene, Texas	16 graduated with Bachelor’s degree
Computer Science	Benedictine College external site Atchison, Kansas	16 graduated with Bachelor’s degree
Computer Science	Coastal Carolina University external site Conway, South Carolina	16 graduated with Bachelor’s degree
Computer Science	Concordia College at Moorhead external site Moorhead, Minnesota	13 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Ohio Northern University external site Ada, Ohio	16 graduated with Bachelor’s degree
Computer Science	Pikes Peak State College external site Colorado Springs, Colorado	16 graduated with Associate’s degree
Computer Science	SUNY at Fredonia external site Fredonia, New York	16 graduated with Bachelor’s degree
Computer Science	SUNY Oneonta external site Oneonta, New York	16 graduated with Bachelor’s degree
Computer Science	The University of Texas at San Antonio external site San Antonio, Texas	16 graduated with Doctor’s degree – research/scholarship
Computer Science	The University of the South external site Sewanee, Tennessee	14 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Ulster County Community College external site Stone Ridge, New York	16 graduated with Associate’s degree
Computer Science	University of North Dakota external site Grand Forks, North Dakota	0 graduated with Bachelor’s degree 14 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Puerto Rico-Rio Piedras external site San Juan, Puerto Rico	13 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Science	University of Puget Sound external site Tacoma, Washington	15 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	The Catholic University of America external site Washington, District of Columbia	16 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Front Range Community College external site Westminster, Colorado	14 graduated with Less than one year certificate 2 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Illinois State University external site Normal, Illinois	16 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Moraine Valley Community College external site Palos Hills, Illinois	16 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	University of Cincinnati-Main Campus external site Cincinnati, Ohio	0 graduated with One but less than two years certificate 13 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	Old Dominion University external site Norfolk, Virginia	16 graduated with Master’s degree
Data Science, General	Ramapo College of New Jersey external site Mahwah, New Jersey	9 graduated with Bachelor’s degree 7 graduated with Master’s degree
Data Science, General	Siena University external site Loudonville, New York	13 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	University of Wisconsin-Green Bay external site Green Bay, Wisconsin	16 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Akron Main Campus external site Akron, Ohio	0 graduated with One but less than two years certificate 14 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Financial Analytics	Northeastern State University external site Tahlequah, Oklahoma	16 graduated with Master’s degree
Financial Mathematics	University of the Pacific external site Stockton, California	16 graduated with Master’s degree
Information Technology	Atlanta Metropolitan State College external site Atlanta, Georgia	16 graduated with Less than one year certificate
Information Technology	Campbell University external site Buies Creek, North Carolina	1 graduated with Associate’s degree 15 graduated with Bachelor’s degree
Information Technology	Excelsior University external site Albany, New York	16 graduated with Bachelor’s degree
Information Technology	Ferris State University external site Big Rapids, Michigan	8 graduated with Associate’s degree 8 graduated with Bachelor’s degree
Information Technology	Florida National University-Main Campus external site Hialeah, Florida	6 graduated with Associate’s degree 10 graduated with Bachelor’s degree
Information Technology	Glendale Community College external site Glendale, Arizona	16 graduated with Associate’s degree
Information Technology	James Sprunt Community College external site Kenansville, North Carolina	9 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Minnesota State Community and Technical College external site Fergus Falls, Minnesota	15 graduated with Associate’s degree 1 graduated with Associate’s degree (second major)
Information Technology	Mount Aloysius College external site Cresson, Pennsylvania	1 graduated with Associate’s degree 15 graduated with Bachelor’s degree
Information Technology	Northeast Community College external site Norfolk, Nebraska	16 graduated with Less than one year certificate
Information Technology	Piedmont Community College external site Roxboro, North Carolina	6 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	Purdue University Fort Wayne external site Fort Wayne, Indiana	16 graduated with Bachelor’s degree
Information Technology	Southwestern College external site Chula Vista, California	16 graduated with Associate’s degree
Information Technology	Stephen F Austin State University external site Nacogdoches, Texas	16 graduated with Bachelor’s degree
Information Technology	Strayer University-District of Columbia external site Washington, District of Columbia	8 graduated with Less than one year certificate 8 graduated with Bachelor’s degree
Information Technology	University of Arkansas Community College-Batesville external site Batesville, Arkansas	10 graduated with Less than one year certificate 6 graduated with One but less than two years certificate
Information Technology	University of Management and Technology external site Arlington, Virginia	0 graduated with Less than one year certificate 3 graduated with Associate’s degree 7 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Management Science	Colorado State University Global external site Denver, Colorado	16 graduated with Master’s degree
Management Science	Scottsdale Community College external site Scottsdale, Arizona	14 graduated with Less than one year certificate 2 graduated with Associate’s degree
Management Science	The University of Tennessee-Chattanooga external site Chattanooga, Tennessee	16 graduated with Master’s degree
Mathematics and Computer Science	Emory University external site Atlanta, Georgia	16 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	Aurora University external site Aurora, Illinois	14 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Brigham Young University-Idaho external site Rexburg, Idaho	16 graduated with Bachelor’s degree
Mathematics, General	Clarkson University external site Potsdam, New York	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Columbus State University external site Columbus, Georgia	0 graduated with Less than one year certificate 16 graduated with Bachelor’s degree
Mathematics, General	CUNY Brooklyn College external site Brooklyn, New York	15 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	Fordham University external site Bronx, New York	14 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Gonzaga University external site Spokane, Washington	13 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Howard University external site Washington, District of Columbia	14 graduated with Bachelor’s degree 0 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Imperial Valley College external site Imperial, California	16 graduated with Associate’s degree
Mathematics, General	Merritt College external site Oakland, California	16 graduated with Associate’s degree
Mathematics, General	Middlebury College external site Middlebury, Vermont	13 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Missouri State University-Springfield external site Springfield, Missouri	7 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Mathematics, General	New Mexico Institute of Mining and Technology external site Socorro, New Mexico	11 graduated with Bachelor’s degree 5 graduated with Master’s degree
Mathematics, General	Porterville College external site Porterville, California	16 graduated with Associate’s degree
Mathematics, General	Providence College external site Providence, Rhode Island	11 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Mathematics, General	Sonoma State University external site Rohnert Park, California	10 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	SUNY Brockport external site Brockport, New York	9 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Mathematics, General	The University of Montana external site Missoula, Montana	10 graduated with Bachelor’s degree 5 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Trinity College external site Hartford, Connecticut	13 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Louisville external site Louisville, Kentucky	11 graduated with Bachelor’s degree 5 graduated with Master’s degree
Mathematics, General	University of North Carolina Asheville external site Asheville, North Carolina	15 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Wellesley College external site Wellesley, Massachusetts	9 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Mathematics, General	Yuba College external site Marysville, California	16 graduated with Associate’s degree
Statistics, General	Elon University external site Elon, North Carolina	10 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Statistics, General	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	16 graduated with Master’s degree
Statistics, General	Northern Illinois University external site Dekalb, Illinois	5 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree
Statistics, General	Oregon State University external site Corvallis, Oregon	13 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Maryland-Baltimore County external site Baltimore, Maryland	14 graduated with Bachelor’s degree 1 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Massachusetts-Amherst external site Amherst, Massachusetts	0 graduated with Bachelor’s degree 11 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Statistics, General	Utah Valley University external site Orem, Utah	16 graduated with Bachelor’s degree
Applied Mathematics, General	University of Southern California external site Los Angeles, California	12 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Oregon State University external site Corvallis, Oregon	13 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship 2 graduated with Doctor’s degree – research/scholarship (second major)
Artificial Intelligence	University of Arizona external site Tucson, Arizona	0 graduated with Less than one year certificate 9 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Artificial Intelligence	University of Georgia external site Athens, Georgia	15 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Westcliff University external site Irvine, California	15 graduated with Master’s degree
Bioinformatics	Rowan University external site Glassboro, New Jersey	1 graduated with Less than one year certificate 2 graduated with Bachelor’s degree 12 graduated with Master’s degree
Bioinformatics	University of Georgia external site Athens, Georgia	7 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of Pennsylvania external site Philadelphia, Pennsylvania	0 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of Southern California external site Los Angeles, California	15 graduated with Master’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Worcester Polytechnic Institute external site Worcester, Massachusetts	8 graduated with Bachelor’s degree 5 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Biomathematics, Bioinformatics, and Computational Biology, Other	Yale University external site New Haven, Connecticut	5 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Business Analytics	Champlain College external site Burlington, Vermont	15 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Business Analytics	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	15 graduated with Master’s degree
Business Analytics	Oglethorpe University external site Atlanta, Georgia	15 graduated with Less than one year certificate
Business Analytics	Stockton University external site Galloway, New Jersey	15 graduated with Bachelor’s degree
Business Statistics	Maryville University of Saint Louis external site Saint Louis, Missouri	1 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree
Computational and Applied Mathematics	Rochester Institute of Technology external site Rochester, New York	9 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	California Institute of Technology external site Pasadena, California	13 graduated with Bachelor’s degree 1 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computational Science	Brown University external site Providence, Rhode Island	15 graduated with Master’s degree
Computational Science	Stony Brook University external site Stony Brook, New York	15 graduated with Postbaccalaureate certificate
Computer Science	Canada College external site Redwood City, California	2 graduated with Less than one year certificate 13 graduated with Associate’s degree
Computer Science	Clark Atlanta University external site Atlanta, Georgia	9 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Science	Dallas Baptist University external site Dallas, Texas	13 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Dominican University external site River Forest, Illinois	15 graduated with Bachelor’s degree
Computer Science	Furman University external site Greenville, South Carolina	15 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Computer Science	Lake Washington Institute of Technology external site Kirkland, Washington	15 graduated with Associate’s degree
Computer Science	Merced College external site Merced, California	0 graduated with Less than one year certificate 15 graduated with Associate’s degree
Computer Science	Meredith College external site Raleigh, North Carolina	14 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	National Park College external site Hot Springs, Arkansas	15 graduated with Less than one year certificate
Computer Science	Roger Williams University external site Bristol, Rhode Island	15 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Saint Paul College external site Saint Paul, Minnesota	15 graduated with Associate’s degree
Computer Science	South Puget Sound Community College external site Olympia, Washington	15 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Science	Southwest Minnesota State University external site Marshall, Minnesota	15 graduated with Bachelor’s degree
Computer Science	St. Mary's University external site San Antonio, Texas	11 graduated with Bachelor’s degree 4 graduated with Master’s degree
Computer Science	Stonehill College external site Easton, Massachusetts	15 graduated with Bachelor’s degree
Computer Science	The University of Tampa external site Tampa, Florida	15 graduated with Bachelor’s degree
Computer Science	Willamette University external site Salem, Oregon	12 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Data Analytics, General	Wilmington University external site New Castle, Delaware	15 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	University of Louisville external site Louisville, Kentucky	15 graduated with Postbaccalaureate certificate
Data Science, General	Pennsylvania Western University external site California, Pennsylvania	1 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree
Data Science, General	St Lawrence University external site Canton, New York	14 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, Other	American University external site Washington, District of Columbia	15 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Brigham Young University-Idaho external site Rexburg, Idaho	15 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Arizona external site Tucson, Arizona	8 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Illinois Chicago external site Chicago, Illinois	14 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of North Carolina at Charlotte external site Charlotte, North Carolina	0 graduated with Postbaccalaureate certificate 15 graduated with Master’s degree
Econometrics and Quantitative Economics	Western Michigan University external site Kalamazoo, Michigan	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	Lehigh University external site Bethlehem, Pennsylvania	15 graduated with Master’s degree
Financial Mathematics	Saint Mary's College of California external site Moraga, California	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree
Financial Mathematics	The University of Texas Permian Basin external site Odessa, Texas	15 graduated with Master’s degree
Financial Mathematics	University of Hawaii at Manoa external site Honolulu, Hawaii	15 graduated with Master’s degree
Financial Mathematics	University of Maryland-College Park external site College Park, Maryland	0 graduated with Postbaccalaureate certificate 15 graduated with Master’s degree
Information Technology	California State University-Dominguez Hills external site Carson, California	15 graduated with Bachelor’s degree
Information Technology	Eastern Florida State College external site Melbourne, Florida	4 graduated with Less than one year certificate 11 graduated with Associate’s degree
Information Technology	Trevecca Nazarene University external site Nashville, Tennessee	0 graduated with Associate’s degree 15 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	University of Massachusetts Global external site Aliso Viejo, California	15 graduated with Bachelor’s degree
Management Science	Central Washington University external site Ellensburg, Washington	15 graduated with Master’s degree
Management Science	University of Akron Main Campus external site Akron, Ohio	15 graduated with Master’s degree
Mathematical Statistics and Probability	University of Miami external site Coral Gables, Florida	10 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Western Washington University external site Bellingham, Washington	15 graduated with Bachelor’s degree
Mathematics, General	Connecticut State Community College external site New Britain, Connecticut	15 graduated with Associate’s degree
Mathematics, General	Drake University external site Des Moines, Iowa	11 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	George Washington University external site Washington, District of Columbia	6 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Lawrence University external site Appleton, Wisconsin	11 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Slippery Rock University of Pennsylvania external site Slippery Rock, Pennsylvania	13 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	SUNY Oneonta external site Oneonta, New York	4 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	University of Colorado Colorado Springs external site Colorado Springs, Colorado	15 graduated with Bachelor’s degree
Statistics, General	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree 15 graduated with Master’s degree
Statistics, General	CUNY Hunter College external site New York, New York	13 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Statistics, General	University of Minnesota-Duluth external site Duluth, Minnesota	8 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Florida International University external site Miami, Florida	11 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Colorado Denver/Anschutz Medical Campus external site Denver, Colorado	4 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	University of Delaware external site Newark, Delaware	14 graduated with Master’s degree
Artificial Intelligence	Central New Mexico Community College external site Albuquerque, New Mexico	8 graduated with Less than one year certificate 6 graduated with Associate’s degree
Bioinformatics	University of Missouri-Kansas City external site Kansas City, Missouri	14 graduated with Master’s degree
Business Analytics	Florida State University external site Tallahassee, Florida	14 graduated with Master’s degree
Business Analytics	Marian University external site Indianapolis, Indiana	8 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Business Analytics	Siena University external site Loudonville, New York	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 7 graduated with Master’s degree
Business Analytics	University of West Georgia external site Carrollton, Georgia	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree
Business Analytics	West Chester University of Pennsylvania external site West Chester, Pennsylvania	9 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Business Statistics	Grove City College external site Grove City, Pennsylvania	11 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Business Statistics	Loyola University New Orleans external site New Orleans, Louisiana	6 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Computational Biology	Rutgers University-Camden external site Camden, New Jersey	2 graduated with Bachelor’s degree 8 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	Michigan State University external site East Lansing, Michigan	9 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computational Science	Robert Morris University external site Moon Township, Pennsylvania	14 graduated with Master’s degree
Computational Science	San Diego State University external site San Diego, California	0 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Adrian College external site Adrian, Michigan	7 graduated with Less than one year certificate 6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Azusa Pacific University external site Azusa, California	14 graduated with Bachelor’s degree
Computer Science	Chesapeake College external site Wye Mills, Maryland	14 graduated with Associate’s degree
Computer Science	Clackamas Community College external site Oregon City, Oregon	14 graduated with Associate’s degree
Computer Science	College of the Sequoias external site Visalia, California	14 graduated with Associate’s degree
Computer Science	CUNY Medgar Evers College external site Brooklyn, New York	7 graduated with Associate’s degree 7 graduated with Bachelor’s degree
Computer Science	Gordon College external site Wenham, Massachusetts	11 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Marquette University external site Milwaukee, Wisconsin	5 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Computer Science	Nashua Community College external site Nashua, New Hampshire	14 graduated with Associate’s degree
Computer Science	Norwich University external site Northfield, Vermont	14 graduated with Bachelor’s degree
Computer Science	Saint Martin's University external site Lacey, Washington	0 graduated with Less than one year certificate 10 graduated with Bachelor’s degree 4 graduated with Master’s degree
Computer Science	Tyler Junior College external site Tyler, Texas	14 graduated with Associate’s degree
Computer Science	University of Dallas external site Irving, Texas	14 graduated with Bachelor’s degree
Computer Science	Widener University external site Chester, Pennsylvania	14 graduated with Bachelor’s degree
Computer Science	Xavier University of Louisiana external site New Orleans, Louisiana	14 graduated with Bachelor’s degree
Data Analytics, General	Ferris State University external site Big Rapids, Michigan	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Georgia Piedmont Technical College external site Clarkston, Georgia	3 graduated with Less than one year certificate 6 graduated with Associate’s degree 5 graduated with Two but less than 4 years certificate
Data Modeling/Warehousing and Database Administration	Long Beach City College external site Long Beach, California	6 graduated with Less than 12 weeks certificate 1 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Data Science, General	Carthage College external site Kenosha, Wisconsin	9 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Data Science, General	Howard University external site Washington, District of Columbia	14 graduated with Master’s degree
Data Science, General	Meharry Medical College external site Nashville, Tennessee	14 graduated with Master’s degree
Data Science, General	Metropolitan State University external site Saint Paul, Minnesota	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Northern Arizona University external site Flagstaff, Arizona	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Science, General	Texas A & M University-Corpus Christi external site Corpus Christi, Texas	0 graduated with Less than one year certificate 14 graduated with Master’s degree
Data Science, General	William Jewell College external site Liberty, Missouri	12 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, Other	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	14 graduated with Postbaccalaureate certificate
Econometrics and Quantitative Economics	Reed College external site Portland, Oregon	14 graduated with Bachelor’s degree
Financial Analytics	Curry College external site Milton, Massachusetts	12 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Financial Analytics	University of Houston-Clear Lake external site Houston, Texas	14 graduated with Master’s degree
Financial Mathematics	Pennsylvania State University-World Campus external site University Park, Pennsylvania	4 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Financial Mathematics	Rensselaer Polytechnic Institute external site Troy, New York	14 graduated with Master’s degree
Financial Mathematics	Texas State University external site San Marcos, Texas	14 graduated with Master’s degree
Information Technology	American InterContinental University-Houston external site Houston, Texas	6 graduated with Bachelor’s degree 8 graduated with Master’s degree
Information Technology	California State University-Channel Islands external site Camarillo, California	14 graduated with Bachelor’s degree
Information Technology	Capitol Technology University external site Laurel, Maryland	14 graduated with Doctor’s degree – research/scholarship
Information Technology	Case Western Reserve University external site Cleveland, Ohio	2 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Information Technology	Cuesta College external site San Luis Obispo, California	0 graduated with Less than one year certificate 14 graduated with Associate’s degree
Information Technology	Estrella Mountain Community College external site Avondale, Arizona	14 graduated with Associate’s degree
Information Technology	Indiana State University external site Terre Haute, Indiana	14 graduated with Bachelor’s degree
Information Technology	Jamestown Community College external site Jamestown, New York	2 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Information Technology	Mesa Community College external site Mesa, Arizona	14 graduated with Associate’s degree
Information Technology	Motlow State Community College external site Tullahoma, Tennessee	14 graduated with Associate’s degree
Information Technology	Oakland Community College external site Auburn Hills, Michigan	14 graduated with Associate’s degree
Information Technology	Porterville College external site Porterville, California	0 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Information Technology	Roxbury Community College external site Roxbury Crossing, Massachusetts	6 graduated with Less than one year certificate 8 graduated with Associate’s degree
Information Technology	Strayer University-West Virginia external site Scott Depot, West Virginia	9 graduated with Less than one year certificate 5 graduated with Bachelor’s degree
Information Technology	William T McFatter Technical College external site Davie, Florida	14 graduated with Less than one year certificate
Management Science	Alliant International University-San Diego external site San Diego, California	0 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree
Management Science	Lehigh University external site Bethlehem, Pennsylvania	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree
Management Science	Missouri State University-Springfield external site Springfield, Missouri	14 graduated with Master’s degree
Management Science	Northwood University external site Midland, Michigan	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	Ohio Northern University external site Ada, Ohio	10 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Management Science	Southeast Arkansas College external site Pine Bluff, Arkansas	7 graduated with Less than one year certificate 7 graduated with One but less than two years certificate
Management Science	Stony Brook University external site Stony Brook, New York	14 graduated with Master’s degree
Management Science	Western Washington University external site Bellingham, Washington	14 graduated with Bachelor’s degree
Mathematics, General	Arizona Western College external site Yuma, Arizona	14 graduated with Associate’s degree
Mathematics, General	Berry College external site Mount Berry, Georgia	5 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Mathematics, General	Colorado Mesa University external site Grand Junction, Colorado	14 graduated with Bachelor’s degree
Mathematics, General	El Paso Community College external site El Paso, Texas	14 graduated with Associate’s degree
Mathematics, General	Gettysburg College external site Gettysburg, Pennsylvania	7 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Mathematics, General	Lewis University external site Romeoville, Illinois	14 graduated with Bachelor’s degree
Mathematics, General	Lindenwood University external site Saint Charles, Missouri	12 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Loyola University Chicago external site Chicago, Illinois	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Mathematics, General	Maryville University of Saint Louis external site Saint Louis, Missouri	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Mission College external site Santa Clara, California	14 graduated with Associate’s degree
Mathematics, General	New Jersey City University external site Jersey City, New Jersey	14 graduated with Bachelor’s degree
Mathematics, General	Old Dominion University external site Norfolk, Virginia	14 graduated with Bachelor’s degree
Mathematics, General	Pennsylvania State University-Penn State Erie-Behrend College external site Erie, Pennsylvania	14 graduated with Bachelor’s degree
Mathematics, General	Shasta College external site Redding, California	14 graduated with Associate’s degree
Mathematics, General	SUNY College at Geneseo external site Geneseo, New York	11 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	SUNY College at Potsdam external site Potsdam, New York	5 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Mathematics, General	Tarleton State University external site Stephenville, Texas	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Mathematics, General	Texas A&M University-Central Texas external site Killeen, Texas	3 graduated with Bachelor’s degree 10 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Mathematics, General	Troy University external site Troy, Alabama	5 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Central Missouri external site Warrensburg, Missouri	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 3 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree 0 graduated with Post-master’s certificate
Mathematics, General	University of Wisconsin-River Falls external site River Falls, Wisconsin	14 graduated with Bachelor’s degree
Mathematics, General	Ursinus College external site Collegeville, Pennsylvania	10 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Wabash College external site Crawfordsville, Indiana	12 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Westfield State University external site Westfield, Massachusetts	10 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Mathematics, General	Wright State University-Main Campus external site Dayton, Ohio	12 graduated with Bachelor’s degree 2 graduated with Master’s degree
Statistics, General	San Jose State University external site San Jose, California	6 graduated with Bachelor’s degree 8 graduated with Master’s degree
Statistics, General	University of Cincinnati-Main Campus external site Cincinnati, Ohio	7 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of New Mexico-Main Campus external site Albuquerque, New Mexico	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Haverford College external site Haverford, Pennsylvania	9 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	University of Delaware external site Newark, Delaware	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Minnesota-Duluth external site Duluth, Minnesota	13 graduated with Master’s degree
Applied Mathematics, General	University of New Hampshire-Main Campus external site Durham, New Hampshire	11 graduated with Bachelor’s degree 2 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	The University of Alabama external site Tuscaloosa, Alabama	8 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	Wake Forest University external site Winston-Salem, North Carolina	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Iowa State University external site Ames, Iowa	13 graduated with Master’s degree
Artificial Intelligence	Stark State College external site North Canton, Ohio	13 graduated with Less than one year certificate
Artificial Intelligence	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	5 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	University of Utah external site Salt Lake City, Utah	13 graduated with Postbaccalaureate certificate
Bioinformatics	Juniata College external site Huntingdon, Pennsylvania	0 graduated with Bachelor’s degree 13 graduated with Master’s degree
Bioinformatics	San Diego State University external site San Diego, California	13 graduated with Master’s degree
Bioinformatics	Temple University external site Philadelphia, Pennsylvania	1 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Business Analytics	Bryant University external site Smithfield, Rhode Island	0 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree
Business Analytics	Illinois State University external site Normal, Illinois	13 graduated with Master’s degree
Business Analytics	National Louis University external site Chicago, Illinois	13 graduated with Master’s degree
Business Statistics	Jacksonville University external site Jacksonville, Florida	13 graduated with Master’s degree
Business Statistics	Saint Cloud State University external site Saint Cloud, Minnesota	13 graduated with Postbaccalaureate certificate
Computational Mathematics	Brown University external site Providence, Rhode Island	13 graduated with Bachelor’s degree
Computational Science	Le Moyne College external site Syracuse, New York	13 graduated with Bachelor’s degree
Computer Science	Community College of Denver external site Denver, Colorado	13 graduated with Associate’s degree
Computer Science	Lawrence University external site Appleton, Wisconsin	13 graduated with Bachelor’s degree
Computer Science	Luther College external site Decorah, Iowa	13 graduated with Bachelor’s degree
Computer Science	Mississippi Christian University external site Clinton, Mississippi	8 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Computer Science	Northwest Nazarene University external site Nampa, Idaho	13 graduated with Bachelor’s degree
Computer Science	Piedmont Virginia Community College external site Charlottesville, Virginia	13 graduated with Associate’s degree
Computer Science	Saint Ambrose University external site Davenport, Iowa	13 graduated with Bachelor’s degree
Computer Science	Solano Community College external site Fairfield, California	13 graduated with Associate’s degree
Computer Science	Spokane Falls Community College external site Spokane, Washington	13 graduated with Associate’s degree
Computer Science	Texas Lutheran University external site Seguin, Texas	13 graduated with Bachelor’s degree
Computer Science	University of Guam external site Mangilao, Guam	13 graduated with Bachelor’s degree
Computer Science	University of Mary Hardin-Baylor external site Belton, Texas	13 graduated with Bachelor’s degree
Computer Science	Walsh University external site North Canton, Ohio	0 graduated with Less than one year certificate 0 graduated with Associate’s degree 10 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Wittenberg University external site Springfield, Ohio	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	Seattle Pacific University external site Seattle, Washington	13 graduated with Master’s degree
Data Analytics, General	Siena University external site Loudonville, New York	13 graduated with Postbaccalaureate certificate
Data Analytics, General	University of Nevada-Las Vegas external site Las Vegas, Nevada	13 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	East Carolina University external site Greenville, North Carolina	13 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	East Tennessee State University external site Johnson City, Tennessee	13 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Santa Monica College external site Santa Monica, California	8 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	University of Southern Indiana external site Evansville, Indiana	13 graduated with Less than one year certificate
Data Science, General	John Carroll University external site University Heights, Ohio	11 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Knox College external site Galesburg, Illinois	10 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	Lehigh University external site Bethlehem, Pennsylvania	1 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Data Science, General	Miami Dade College external site Miami, Florida	13 graduated with Associate’s degree
Data Science, General	Saint Joseph's University - Philadelphia external site Philadelphia, Pennsylvania	2 graduated with Bachelor’s degree 11 graduated with Postbaccalaureate certificate
Data Science, General	University of Nebraska-Lincoln external site Lincoln, Nebraska	10 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Beloit College external site Beloit, Wisconsin	9 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Bentley University external site Waltham, Massachusetts	13 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Bryant University external site Smithfield, Rhode Island	7 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Lehigh University external site Bethlehem, Pennsylvania	2 graduated with Bachelor’s degree 8 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Northern Kentucky University external site Highland Heights, Kentucky	13 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	The University of Texas at El Paso external site El Paso, Texas	13 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Hawaii at Manoa external site Honolulu, Hawaii	7 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Massachusetts-Lowell external site Lowell, Massachusetts	11 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Missouri-St Louis external site Saint Louis, Missouri	10 graduated with Bachelor’s degree 3 graduated with Master’s degree
Financial Mathematics	Sacred Heart University external site Fairfield, Connecticut	13 graduated with Master’s degree
Financial Mathematics	Trinity University external site San Antonio, Texas	9 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Financial Mathematics	University of New Hampshire-Main Campus external site Durham, New Hampshire	13 graduated with Master’s degree
Information Technology	Colorado Mesa University external site Grand Junction, Colorado	13 graduated with Bachelor’s degree
Information Technology	Commonwealth University of Pennsylvania external site Bloomsburg, Pennsylvania	13 graduated with Master’s degree
Information Technology	Empire State University external site Saratoga Springs, New York	0 graduated with Bachelor’s degree 13 graduated with Master’s degree
Information Technology	Frostburg State University external site Frostburg, Maryland	13 graduated with Bachelor’s degree
Information Technology	Laramie County Community College external site Cheyenne, Wyoming	13 graduated with Associate’s degree
Information Technology	Oglala Lakota College external site Kyle, South Dakota	5 graduated with Associate’s degree 8 graduated with Bachelor’s degree
Information Technology	Oregon Institute of Technology external site Klamath Falls, Oregon	13 graduated with Bachelor’s degree
Information Technology	Polk State College external site Winter Haven, Florida	13 graduated with Less than one year certificate
Information Technology	Salem University external site Salem, West Virginia	2 graduated with Associate’s degree 6 graduated with Bachelor’s degree 5 graduated with Master’s degree
Information Technology	Spoon River College external site Canton, Illinois	9 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Tarleton State University external site Stephenville, Texas	13 graduated with Bachelor’s degree
Information Technology	Truckee Meadows Community College external site Reno, Nevada	4 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Information Technology	University of Missouri-Kansas City external site Kansas City, Missouri	13 graduated with Bachelor’s degree
Information Technology	University of San Francisco external site San Francisco, California	13 graduated with Master’s degree
Information Technology	Washington & Jefferson College external site Washington, Pennsylvania	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	Florida Atlantic University external site Boca Raton, Florida	13 graduated with Postbaccalaureate certificate
Management Science	Lee University external site Cleveland, Tennessee	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	LeTourneau University external site Longview, Texas	13 graduated with Bachelor’s degree
Management Science	North Dakota State University-Main Campus external site Fargo, North Dakota	11 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Management Science	Ouachita Baptist University external site Arkadelphia, Arkansas	8 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Management Science	Worcester Polytechnic Institute external site Worcester, Massachusetts	0 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree
Mathematics and Computer Science	Lewis & Clark College external site Portland, Oregon	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Carthage College external site Kenosha, Wisconsin	8 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Centre College external site Danville, Kentucky	8 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Claremont Graduate University external site Claremont, California	7 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Commonwealth University of Pennsylvania external site Bloomsburg, Pennsylvania	13 graduated with Bachelor’s degree
Mathematics, General	Denison University external site Granville, Ohio	9 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Florida Gulf Coast University external site Fort Myers, Florida	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Illinois Wesleyan University external site Bloomington, Illinois	13 graduated with Bachelor’s degree
Mathematics, General	Kent State University at Kent external site Kent, Ohio	6 graduated with Bachelor’s degree 4 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Northern Michigan University external site Marquette, Michigan	5 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Mathematics, General	Sacred Heart University external site Fairfield, Connecticut	9 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Solano Community College external site Fairfield, California	13 graduated with Associate’s degree
Mathematics, General	South Dakota School of Mines and Technology external site Rapid City, South Dakota	13 graduated with Bachelor’s degree
Mathematics, General	Stephen F Austin State University external site Nacogdoches, Texas	13 graduated with Bachelor’s degree
Mathematics, General	SUNY at Purchase College external site Purchase, New York	13 graduated with Bachelor’s degree
Mathematics, General	Temple University external site Philadelphia, Pennsylvania	6 graduated with Bachelor’s degree 1 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Truman State University external site Kirksville, Missouri	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Colorado Colorado Springs external site Colorado Springs, Colorado	13 graduated with Bachelor’s degree
Mathematics, General	University of Idaho external site Moscow, Idaho	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of North Carolina at Greensboro external site Greensboro, North Carolina	12 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Mathematics, General	University of North Florida external site Jacksonville, Florida	13 graduated with Bachelor’s degree
Mathematics, General	University of San Diego external site San Diego, California	8 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Southern Indiana external site Evansville, Indiana	13 graduated with Bachelor’s degree
Mathematics, General	University of Wisconsin-Oshkosh external site Oshkosh, Wisconsin	13 graduated with Bachelor’s degree
Mathematics, General	Yeshiva University external site New York, New York	12 graduated with Bachelor’s degree 1 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	13 graduated with Master’s degree
Statistics, General	American University external site Washington, District of Columbia	2 graduated with Less than one year certificate 2 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree
Statistics, General	University of North Florida external site Jacksonville, Florida	1 graduated with Less than one year certificate 12 graduated with Bachelor’s degree
Applied Mathematics, General	CUNY City College external site New York, New York	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Gonzaga University external site Spokane, Washington	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	University of Arizona external site Tucson, Arizona	0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Maryland-Baltimore County external site Baltimore, Maryland	10 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	4 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of North Florida external site Jacksonville, Florida	12 graduated with Master’s degree
Applied Mathematics, General	Virginia Military Institute external site Lexington, Virginia	12 graduated with Bachelor’s degree
Applied Mathematics, General	Western Washington University external site Bellingham, Washington	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, Other	Arizona State University Campus Immersion external site Tempe, Arizona	7 graduated with Bachelor’s degree 1 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Colby College external site Waterville, Maine	10 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Rensselaer Polytechnic Institute external site Troy, New York	12 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Central Florida external site Orlando, Florida	12 graduated with Master’s degree
Bioinformatics	The University of Texas at El Paso external site El Paso, Texas	12 graduated with Master’s degree
Business Analytics	Loras College external site Dubuque, Iowa	6 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Business Analytics	Radford University external site Radford, Virginia	12 graduated with Postbaccalaureate certificate
Business Analytics	Saint Joseph's University - Philadelphia external site Philadelphia, Pennsylvania	4 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Business Analytics	University of Central Florida external site Orlando, Florida	12 graduated with Master’s degree
Business Analytics	University of Pennsylvania external site Philadelphia, Pennsylvania	4 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Business Analytics	University of Wisconsin-La Crosse external site La Crosse, Wisconsin	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Business Statistics	University of Toledo external site Toledo, Ohio	12 graduated with Master’s degree
Computational and Applied Mathematics	Slippery Rock University of Pennsylvania external site Slippery Rock, Pennsylvania	0 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Computational Mathematics	Arizona State University Campus Immersion external site Tempe, Arizona	12 graduated with Bachelor’s degree
Computer Science	Allegheny College external site Meadville, Pennsylvania	12 graduated with Bachelor’s degree
Computer Science	Augustana University external site Sioux Falls, South Dakota	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Bridgewater College external site Bridgewater, Virginia	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Central Methodist University-College of Graduate and Extended Studies external site Fayette, Missouri	12 graduated with Bachelor’s degree
Computer Science	Christian Brothers University external site Memphis, Tennessee	12 graduated with Bachelor’s degree
Computer Science	Claremont McKenna College external site Claremont, California	12 graduated with Bachelor’s degree
Computer Science	Cornell College external site Mount Vernon, Iowa	12 graduated with Bachelor’s degree
Computer Science	Glendale Community College external site Glendale, California	7 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Computer Science	Jamestown Community College external site Jamestown, New York	12 graduated with Associate’s degree
Computer Science	Lane Community College external site Eugene, Oregon	12 graduated with Associate’s degree
Computer Science	Saint Vincent College external site Latrobe, Pennsylvania	12 graduated with Bachelor’s degree
Computer Science	St. Thomas University external site Miami Gardens, Florida	12 graduated with Bachelor’s degree
Computer Science	SUNY Broome Community College external site Binghamton, New York	12 graduated with Associate’s degree
Computer Science	Taylor University external site Upland, Indiana	12 graduated with Bachelor’s degree
Computer Science	Texas A&M University-Victoria external site Victoria, Texas	12 graduated with Master’s degree
Computer Science	University of Northwestern-St Paul external site Saint Paul, Minnesota	1 graduated with Associate’s degree 11 graduated with Bachelor’s degree
Computer Science	Virginia Peninsula Community College external site Hampton, Virginia	12 graduated with Associate’s degree
Computer Science	Women's Institute of Torah Seminary and College external site Baltimore, Maryland	12 graduated with Bachelor’s degree
Data Analytics, General	George Mason University external site Fairfax, Virginia	12 graduated with Postbaccalaureate certificate
Data Analytics, General	Missouri State University-Springfield external site Springfield, Missouri	12 graduated with Postbaccalaureate certificate
Data Analytics, General	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	2 graduated with Less than one year certificate 10 graduated with Bachelor’s degree
Data Analytics, Other	Western Washington University external site Bellingham, Washington	12 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Stockton University external site Galloway, New Jersey	12 graduated with Master’s degree
Data Science, General	Air Force Institute of Technology-Graduate School of Engineering & Management external site Wright-Patterson AFB, Ohio	12 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Science, General	Harford Community College external site Bel Air, Maryland	9 graduated with Less than one year certificate 3 graduated with Associate’s degree
Data Science, General	University of Wisconsin-Oshkosh external site Oshkosh, Wisconsin	2 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Data Visualization	Carnegie Mellon University external site Pittsburgh, Pennsylvania	12 graduated with Master’s degree
Econometrics and Quantitative Economics	Auburn University at Montgomery external site Montgomery, Alabama	6 graduated with Bachelor’s degree 6 graduated with Master’s degree
Econometrics and Quantitative Economics	Florida International University external site Miami, Florida	8 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Maine external site Orono, Maine	12 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	1 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Economics and Computer Science	Washington University in St Louis external site St. Louis, Missouri	12 graduated with Bachelor’s degree
Financial Mathematics	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	12 graduated with Master’s degree
Financial Mathematics	Fairfield University external site Fairfield, Connecticut	0 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Financial Mathematics	University of St Thomas external site Houston, Texas	12 graduated with Master’s degree
Information Technology	Abilene Christian University external site Abilene, Texas	0 graduated with Bachelor’s degree 6 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Information Technology	Bladen Community College external site Dublin, North Carolina	6 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Information Technology	Brand College external site Glendale, California	12 graduated with Less than 12 weeks certificate
Information Technology	Brightpoint Community College external site Chester, Virginia	12 graduated with Associate’s degree
Information Technology	Central Carolina Community College external site Sanford, North Carolina	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 10 graduated with Associate’s degree
Information Technology	College of the Desert external site Palm Desert, California	12 graduated with Associate’s degree
Information Technology	King University external site Bristol, Tennessee	12 graduated with Bachelor’s degree
Information Technology	Millersville University of Pennsylvania external site Millersville, Pennsylvania	12 graduated with Bachelor’s degree
Information Technology	Platt College-Ontario external site Ontario, California	12 graduated with Associate’s degree
Information Technology	Robeson Community College external site Lumberton, North Carolina	3 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Information Technology	University of the District of Columbia external site Washington, District of Columbia	3 graduated with Associate’s degree 9 graduated with Bachelor’s degree
Information Technology	West Los Angeles College external site Culver City, California	3 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	West Virginia Northern Community College external site Wheeling, West Virginia	1 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Management Science	California College of the Arts external site San Francisco, California	12 graduated with Master’s degree
Management Science	Cape Fear Community College external site Wilmington, North Carolina	5 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Management Science	Central Connecticut State University external site New Britain, Connecticut	12 graduated with Master’s degree
Management Science	Southern Utah University external site Cedar City, Utah	1 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Management Science	The Catholic University of America external site Washington, District of Columbia	0 graduated with Bachelor’s degree 12 graduated with Master’s degree
Management Science	University of Dallas external site Irving, Texas	12 graduated with Master’s degree
Management Science	University of the Incarnate Word external site San Antonio, Texas	0 graduated with Bachelor’s degree 12 graduated with Master’s degree
Mathematical Statistics and Probability	Carnegie Mellon University external site Pittsburgh, Pennsylvania	12 graduated with Bachelor’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Clark University external site Worcester, Massachusetts	7 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Goucher College external site Baltimore, Maryland	4 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Mathematics and Statistics	CUNY Hunter College external site New York, New York	12 graduated with Master’s degree
Mathematics and Statistics	Smith College external site Northampton, Massachusetts	9 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics and Statistics	University of South Alabama external site Mobile, Alabama	10 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics and Statistics	University of Washington-Tacoma Campus external site Tacoma, Washington	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Central Michigan University external site Mount Pleasant, Michigan	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Contra Costa College external site San Pablo, California	12 graduated with Associate’s degree
Mathematics, General	Dakota State University external site Madison, South Dakota	2 graduated with Less than one year certificate 6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate
Mathematics, General	Eastern Michigan University external site Ypsilanti, Michigan	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Mathematics, General	Governors State University external site University Park, Illinois	9 graduated with Bachelor’s degree 3 graduated with Master’s degree
Mathematics, General	Marquette University external site Milwaukee, Wisconsin	6 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	Meredith College external site Raleigh, North Carolina	12 graduated with Bachelor’s degree
Mathematics, General	Monmouth University external site West Long Branch, New Jersey	12 graduated with Bachelor’s degree
Mathematics, General	Northern Kentucky University external site Highland Heights, Kentucky	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Occidental College external site Los Angeles, California	8 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Pennsylvania Western University external site California, Pennsylvania	12 graduated with Bachelor’s degree
Mathematics, General	Saint Norbert College external site De Pere, Wisconsin	4 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Mathematics, General	The University of the South external site Sewanee, Tennessee	7 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Mary Washington external site Fredericksburg, Virginia	10 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	University of St Thomas external site Saint Paul, Minnesota	8 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Wichita State University external site Wichita, Kansas	7 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Mathematics, General	Wofford College external site Spartanburg, South Carolina	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	Lehigh University external site Bethlehem, Pennsylvania	11 graduated with Bachelor’s degree 1 graduated with Master’s degree
Statistics, General	Montana State University external site Bozeman, Montana	8 graduated with Bachelor’s degree 4 graduated with Postbaccalaureate certificate
Applied Mathematics, General	Purdue University-Main Campus external site West Lafayette, Indiana	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Statistics, General	Villanova University external site Villanova, Pennsylvania	0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Artificial Intelligence	New Jersey Institute of Technology external site Newark, New Jersey	6 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Duke University external site Durham, North Carolina	2 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Biomathematics, Bioinformatics, and Computational Biology, Other	University of California-Irvine external site Irvine, California	2 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Biomathematics, Bioinformatics, and Computational Biology, Other	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	3 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Business Analytics	Clarkson University external site Potsdam, New York	11 graduated with Bachelor’s degree
Business Analytics	Roosevelt University external site Chicago, Illinois	11 graduated with Master’s degree
Business Analytics	Seton Hill University external site Greensburg, Pennsylvania	11 graduated with Master’s degree
Business Analytics	University of Florida external site Gainesville, Florida	11 graduated with Master’s degree
Business Analytics	York College of Pennsylvania external site York, Pennsylvania	1 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Business Statistics	Keiser University-Ft Lauderdale external site Fort Lauderdale, Florida	8 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Business Statistics	Loyola University Chicago external site Chicago, Illinois	11 graduated with Master’s degree
Computational and Applied Mathematics	University of California-Santa Cruz external site Santa Cruz, California	11 graduated with Master’s degree
Computational Biology	Baylor College of Medicine external site Houston, Texas	2 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Computational Biology	The University of Texas Health Science Center at Houston external site Houston, Texas	0 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Computational Science	Georgia State University external site Atlanta, Georgia	11 graduated with Bachelor’s degree
Computational Science	Macalester College external site Saint Paul, Minnesota	6 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computational Science	The University of Texas at El Paso external site El Paso, Texas	8 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Alabama State University external site Montgomery, Alabama	11 graduated with Bachelor’s degree
Computer Science	Beloit College external site Beloit, Wisconsin	8 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Bemidji State University external site Bemidji, Minnesota	11 graduated with Bachelor’s degree
Computer Science	Bob Jones University external site Greenville, South Carolina	11 graduated with Bachelor’s degree
Computer Science	Butler Community College external site El Dorado, Kansas	11 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Science	Capital University external site Columbus, Ohio	11 graduated with Bachelor’s degree
Computer Science	Carson-Newman University external site Jefferson City, Tennessee	2 graduated with Associate’s degree 9 graduated with Bachelor’s degree
Computer Science	Claflin University external site Orangeburg, South Carolina	11 graduated with Bachelor’s degree
Computer Science	College of the Desert external site Palm Desert, California	11 graduated with Associate’s degree
Computer Science	Elizabeth City State University external site Elizabeth City, North Carolina	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Endicott College external site Beverly, Massachusetts	1 graduated with Associate’s degree 10 graduated with Bachelor’s degree
Computer Science	Georgia College & State University external site Milledgeville, Georgia	11 graduated with Bachelor’s degree
Computer Science	Hartnell College external site Salinas, California	11 graduated with Associate’s degree
Computer Science	Henry Ford College external site Dearborn, Michigan	11 graduated with Associate’s degree
Computer Science	Illinois Wesleyan University external site Bloomington, Illinois	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Indiana University-Kokomo external site Kokomo, Indiana	11 graduated with Bachelor’s degree
Computer Science	Indiana University-South Bend external site South Bend, Indiana	11 graduated with Bachelor’s degree
Computer Science	Inter American University of Puerto Rico-Metro external site San Juan, Puerto Rico	11 graduated with Bachelor’s degree
Computer Science	La Roche University external site Pittsburgh, Pennsylvania	11 graduated with Bachelor’s degree
Computer Science	Long Island University external site Brookville, New York	11 graduated with Bachelor’s degree
Computer Science	Missouri Valley College external site Marshall, Missouri	9 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Missouri Western State University external site Saint Joseph, Missouri	11 graduated with Bachelor’s degree
Computer Science	Pittsburg State University external site Pittsburg, Kansas	11 graduated with Bachelor’s degree
Computer Science	Regent University external site Virginia Beach, Virginia	0 graduated with Less than one year certificate 11 graduated with Bachelor’s degree
Computer Science	Saint Mary's College of California external site Moraga, California	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Schenectady County Community College external site Schenectady, New York	11 graduated with Associate’s degree
Computer Science	South Hills School of Business & Technology external site State College, Pennsylvania	11 graduated with Associate’s degree
Computer Science	Texas Wesleyan University external site Fort Worth, Texas	11 graduated with Bachelor’s degree
Computer Science	University of Minnesota-Morris external site Morris, Minnesota	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	University of Montevallo external site Montevallo, Alabama	11 graduated with Bachelor’s degree
Computer Science	University of Scranton external site Scranton, Pennsylvania	11 graduated with Bachelor’s degree
Computer Science	York College of Pennsylvania external site York, Pennsylvania	11 graduated with Bachelor’s degree
Data Analytics, General	Elon University external site Elon, North Carolina	6 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Data Analytics, General	North Carolina A & T State University external site Greensboro, North Carolina	11 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Analytics, General	Purdue University Global external site West Lafayette, Indiana	11 graduated with Postbaccalaureate certificate
Data Analytics, General	University of Richmond external site University of Richmond, Virginia	11 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Data Analytics, General	Weber State University external site Ogden, Utah	5 graduated with Less than one year certificate 6 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Champlain College external site Burlington, Vermont	11 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Portland State University external site Portland, Oregon	11 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Sinclair Community College external site Dayton, Ohio	4 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Data Science, General	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	0 graduated with Bachelor’s degree 11 graduated with Master’s degree
Data Science, General	New College of Florida external site Sarasota, Florida	0 graduated with Bachelor’s degree 11 graduated with Master’s degree
Data Science, General	Quinnipiac University external site Hamden, Connecticut	7 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Science, General	The University of Tampa external site Tampa, Florida	9 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	2 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Data Science, General	Wichita State University external site Wichita, Kansas	3 graduated with Master’s degree 8 graduated with Post-master’s certificate
Econometrics and Quantitative Economics	Illinois State University external site Normal, Illinois	11 graduated with Master’s degree
Financial Analytics	University at Albany external site Albany, New York	1 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Financial Analytics	University of Delaware external site Newark, Delaware	0 graduated with Bachelor’s degree 11 graduated with Master’s degree
Financial Mathematics	Kent State University at Kent external site Kent, Ohio	11 graduated with Bachelor’s degree
Financial Mathematics	Purdue University-Main Campus external site West Lafayette, Indiana	11 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Technology	Alliant International University-San Diego external site San Diego, California	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Information Technology	Centralia College external site Centralia, Washington	0 graduated with Associate’s degree 11 graduated with Bachelor’s degree
Information Technology	Dyersburg State Community College external site Dyersburg, Tennessee	5 graduated with Less than one year certificate 6 graduated with Associate’s degree
Information Technology	Harding University external site Searcy, Arkansas	11 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Technology	Norfolk State University external site Norfolk, Virginia	11 graduated with Bachelor’s degree
Information Technology	Sacred Heart University external site Fairfield, Connecticut	11 graduated with Bachelor’s degree
Information Technology	Spokane Falls Community College external site Spokane, Washington	11 graduated with Bachelor’s degree
Information Technology	Texas A&M University-Central Texas external site Killeen, Texas	11 graduated with Bachelor’s degree
Information Technology	Thomas Edison State University external site Trenton, New Jersey	11 graduated with Master’s degree
Information Technology	Tulsa Technology Center external site Tulsa, Oklahoma	11 graduated with Less than one year certificate
Information Technology	Withlacoochee Technical College external site Inverness, Florida	11 graduated with Less than one year certificate
Management Science	Broward College external site Fort Lauderdale, Florida	11 graduated with Less than one year certificate
Management Science	Cumberland University external site Lebanon, Tennessee	8 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Management Science	Embry-Riddle Aeronautical University-Worldwide external site Daytona Beach, Florida	11 graduated with Bachelor’s degree
Management Science	Houston Christian University external site Houston, Texas	1 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Management Science	McKendree University external site Lebanon, Illinois	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	Stonehill College external site Easton, Massachusetts	1 graduated with Bachelor’s degree 10 graduated with Master’s degree
Mathematics and Computer Science	Bowdoin College external site Brunswick, Maine	11 graduated with Bachelor’s degree
Mathematics and Computer Science	Virginia Wesleyan University external site Virginia Beach, Virginia	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Statistics	The University of Texas Rio Grande Valley external site Edinburg, Texas	0 graduated with Bachelor’s degree 11 graduated with Master’s degree
Mathematics and Statistics, Other	American University external site Washington, District of Columbia	11 graduated with Postbaccalaureate certificate
Mathematics and Statistics, Other	Georgia State University external site Atlanta, Georgia	11 graduated with Doctor’s degree – research/scholarship
Mathematics and Statistics, Other	University of North Carolina at Charlotte external site Charlotte, North Carolina	11 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Weber State University external site Ogden, Utah	11 graduated with Bachelor’s degree
Mathematics, General	Cerro Coso Community College external site Ridgecrest, California	11 graduated with Associate’s degree
Mathematics, General	Chandler-Gilbert Community College external site Chandler, Arizona	11 graduated with Associate’s degree
Mathematics, General	DePauw University external site Greencastle, Indiana	5 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	Dominican University external site River Forest, Illinois	11 graduated with Bachelor’s degree
Mathematics, General	Estrella Mountain Community College external site Avondale, Arizona	11 graduated with Associate’s degree
Mathematics, General	Framingham State University external site Framingham, Massachusetts	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Franciscan University of Steubenville external site Steubenville, Ohio	6 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Hofstra University external site Hempstead, New York	11 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	Ithaca College external site Ithaca, New York	6 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Rhode Island College external site Providence, Rhode Island	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 5 graduated with Master’s degree
Mathematics, General	Saint Vincent College external site Latrobe, Pennsylvania	8 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Southern Connecticut State University external site New Haven, Connecticut	11 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	St. Mary's University external site San Antonio, Texas	11 graduated with Bachelor’s degree
Mathematics, General	Taft College external site Taft, California	11 graduated with Associate’s degree
Mathematics, General	United States Military Academy external site West Point, New York	9 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Miami external site Coral Gables, Florida	5 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Southern Mississippi external site Hattiesburg, Mississippi	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of West Georgia external site Carrollton, Georgia	11 graduated with Bachelor’s degree
Mathematics, General	University of Wisconsin-Stevens Point external site Stevens Point, Wisconsin	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Washburn University external site Topeka, Kansas	11 graduated with Bachelor’s degree
Mathematics, General	Whitworth University external site Spokane, Washington	9 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Winston-Salem State University external site Winston-Salem, North Carolina	11 graduated with Bachelor’s degree
Mathematics, General	Woodland Community College external site Woodland, California	11 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	Embry-Riddle Aeronautical University-Prescott external site Prescott, Arizona	11 graduated with Bachelor’s degree
Statistics, General	Bowling Green State University-Main Campus external site Bowling Green, Ohio	4 graduated with Less than one year certificate 3 graduated with Bachelor’s degree 4 graduated with Doctor’s degree – research/scholarship
Statistics, General	Indiana University-Bloomington external site Bloomington, Indiana	5 graduated with Bachelor’s degree 6 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Statistics, General	Michigan Technological University external site Houghton, Michigan	4 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Statistics, General	San Francisco State University external site San Francisco, California	4 graduated with Bachelor’s degree 7 graduated with Master’s degree
Applied Mathematics, General	Farmingdale State College external site Farmingdale, New York	10 graduated with Bachelor’s degree
Applied Mathematics, General	Illinois Institute of Technology external site Chicago, Illinois	5 graduated with Bachelor’s degree 3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Loyola University Maryland external site Baltimore, Maryland	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Metropolitan State University external site Saint Paul, Minnesota	10 graduated with Bachelor’s degree
Applied Mathematics, General	University of Akron Main Campus external site Akron, Ohio	4 graduated with One but less than two years certificate 4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Applied Mathematics, General	University of the Pacific external site Stockton, California	5 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Applied Statistics, General	Bowling Green State University-Main Campus external site Bowling Green, Ohio	10 graduated with Master’s degree
Artificial Intelligence	Full Sail University external site Winter Park, Florida	0 graduated with Associate’s degree 10 graduated with Bachelor’s degree
Artificial Intelligence	Indiana University-Indianapolis external site Indianapolis, Indiana	6 graduated with Less than one year certificate 4 graduated with Bachelor’s degree
Business Analytics	Gonzaga University external site Spokane, Washington	10 graduated with Master’s degree
Business Analytics	John Brown University external site Siloam Springs, Arkansas	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Business Analytics	Regent University external site Virginia Beach, Virginia	0 graduated with Bachelor’s degree 10 graduated with Master’s degree
Business Analytics	University of North Texas at Dallas external site Dallas, Texas	10 graduated with Bachelor’s degree
Business Analytics	University of Wisconsin-River Falls external site River Falls, Wisconsin	10 graduated with Master’s degree
Computational and Applied Mathematics	Bryant University external site Smithfield, Rhode Island	10 graduated with Bachelor’s degree
Computational Mathematics	University of California-Davis external site Davis, California	10 graduated with Bachelor’s degree
Computational Science	Augustana University external site Sioux Falls, South Dakota	4 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computational Science	Saint Mary's University of Minnesota external site Winona, Minnesota	10 graduated with Postbaccalaureate certificate
Computational Science	Texas A&M University-College Station external site College Station, Texas	10 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Computer Science	Assumption University external site Worcester, Massachusetts	6 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Bristol Community College external site Fall River, Massachusetts	10 graduated with Associate’s degree
Computer Science	Carroll University external site Waukesha, Wisconsin	10 graduated with Bachelor’s degree
Computer Science	Charleston Southern University external site Charleston, South Carolina	10 graduated with Bachelor’s degree
Computer Science	Coe College external site Cedar Rapids, Iowa	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Copper Mountain Community College external site Joshua Tree, California	10 graduated with Associate’s degree
Computer Science	Curry College external site Milton, Massachusetts	10 graduated with Bachelor’s degree
Computer Science	Earlham College external site Richmond, Indiana	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Grambling State University external site Grambling, Louisiana	10 graduated with Bachelor’s degree
Computer Science	Huston-Tillotson University external site Austin, Texas	10 graduated with Bachelor’s degree
Computer Science	Itawamba Community College external site Fulton, Mississippi	10 graduated with Associate’s degree
Computer Science	Landmark College external site Putney, Vermont	6 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Computer Science	North Idaho College external site Coeur d'Alene, Idaho	10 graduated with Associate’s degree
Computer Science	Orange County Community College external site Middletown, New York	10 graduated with Associate’s degree
Computer Science	Quinsigamond Community College external site Worcester, Massachusetts	10 graduated with Associate’s degree
Computer Science	Reedley College external site Reedley, California	10 graduated with Associate’s degree
Computer Science	San Joaquin Delta College external site Stockton, California	10 graduated with Associate’s degree
Computer Science	Seton Hill University external site Greensburg, Pennsylvania	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Simpson College external site Indianola, Iowa	6 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Computer Science	South Seattle College external site Seattle, Washington	10 graduated with Associate’s degree
Computer Science	Stetson University external site DeLand, Florida	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	SUNY College at Potsdam external site Potsdam, New York	10 graduated with Bachelor’s degree
Computer Science	Texas Southern University external site Houston, Texas	10 graduated with Master’s degree
Computer Science	The University of Tennessee-Martin external site Martin, Tennessee	10 graduated with Bachelor’s degree
Computer Science	University of Alaska Fairbanks external site Fairbanks, Alaska	9 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	University of Detroit Mercy external site Detroit, Michigan	10 graduated with Bachelor’s degree
Computer Science	Wagner College external site Staten Island, New York	10 graduated with Bachelor’s degree
Computer Science	Walla Walla University external site College Place, Washington	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	West Virginia Wesleyan College external site Buckhannon, West Virginia	10 graduated with Bachelor’s degree
Computer Science	Westfield State University external site Westfield, Massachusetts	10 graduated with Bachelor’s degree
Computer Science	Wheaton College (Massachusetts) external site Norton, Massachusetts	10 graduated with Bachelor’s degree
Computer Science	Yakima Valley College external site Yakima, Washington	10 graduated with Associate’s degree
Data Analytics, General	Rensselaer Polytechnic Institute external site Troy, New York	10 graduated with Postbaccalaureate certificate
Data Analytics, General	University of Massachusetts Global external site Aliso Viejo, California	7 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Bergen Community College external site Paramus, New Jersey	2 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Kutztown University of Pennsylvania external site Kutztown, Pennsylvania	0 graduated with Less than one year certificate 10 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Minneapolis Community and Technical College external site Minneapolis, Minnesota	10 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Santa Ana College external site Santa Ana, California	10 graduated with Less than one year certificate
Data Science, General	Dartmouth College external site Hanover, New Hampshire	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Drew University external site Madison, New Jersey	0 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Data Science, General	Juniata College external site Huntingdon, Pennsylvania	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Data Science, General	Texas A&M University-Victoria external site Victoria, Texas	10 graduated with Master’s degree
Data Science, General	University of North Dakota external site Grand Forks, North Dakota	5 graduated with Bachelor’s degree 5 graduated with Master’s degree
Data Science, General	University of Utah external site Salt Lake City, Utah	10 graduated with Less than one year certificate
Data Science, Other	New York University external site New York, New York	10 graduated with Postbaccalaureate certificate
Econometrics and Quantitative Economics	Bowling Green State University-Main Campus external site Bowling Green, Ohio	9 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Econometrics and Quantitative Economics	Bucknell University external site Lewisburg, Pennsylvania	10 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Gordon College external site Wenham, Massachusetts	5 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Manhattan University external site Riverdale, New York	7 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Montana State University external site Bozeman, Montana	0 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Econometrics and Quantitative Economics	Rochester Institute of Technology external site Rochester, New York	3 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Saint Peter's University external site Jersey City, New Jersey	1 graduated with Bachelor’s degree 9 graduated with Master’s degree
Econometrics and Quantitative Economics	Southern Illinois University-Carbondale external site Carbondale, Illinois	1 graduated with Bachelor’s degree 6 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Southern Methodist University external site Dallas, Texas	0 graduated with Bachelor’s degree 7 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Stetson University external site DeLand, Florida	5 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Central Oklahoma external site Edmond, Oklahoma	10 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Michigan-Dearborn external site Dearborn, Michigan	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of Mississippi external site University, Mississippi	3 graduated with Bachelor’s degree 3 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of New Hampshire-Main Campus external site Durham, New Hampshire	8 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of North Texas external site Denton, Texas	10 graduated with Master’s degree
Econometrics and Quantitative Economics	Virginia Commonwealth University external site Richmond, Virginia	10 graduated with Master’s degree
Econometrics and Quantitative Economics	Western Kentucky University external site Bowling Green, Kentucky	0 graduated with Less than one year certificate 5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Econometrics and Quantitative Economics	Wright State University-Main Campus external site Dayton, Ohio	1 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Financial Analytics	Bentley University external site Waltham, Massachusetts	10 graduated with Bachelor’s degree 0 graduated with Master’s degree
Financial Analytics	University of Baltimore external site Baltimore, Maryland	10 graduated with Master’s degree
Financial Mathematics	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	10 graduated with Post-master’s certificate
Financial Mathematics	Stony Brook University external site Stony Brook, New York	10 graduated with Master’s degree
Information Technology	Blue Ridge Community and Technical College external site Martinsburg, West Virginia	4 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	Central Connecticut State University external site New Britain, Connecticut	10 graduated with Master’s degree
Information Technology	College of the Sequoias external site Visalia, California	1 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico Inc-San Sebastian external site San Sebastian, Puerto Rico	10 graduated with Associate’s degree
Information Technology	Halifax Community College external site Weldon, North Carolina	4 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Indiana University-Indianapolis external site Indianapolis, Indiana	3 graduated with Less than one year certificate 7 graduated with Bachelor’s degree
Information Technology	La Salle University external site Philadelphia, Pennsylvania	10 graduated with Bachelor’s degree
Information Technology	Las Positas College external site Livermore, California	0 graduated with Less than 12 weeks certificate 4 graduated with Less than one year certificate 6 graduated with Associate’s degree
Information Technology	Life University external site Marietta, Georgia	1 graduated with Associate’s degree 9 graduated with Bachelor’s degree
Information Technology	Marion Technical College external site Ocala, Florida	10 graduated with Less than one year certificate
Information Technology	Rio Salado College external site Tempe, Arizona	10 graduated with Associate’s degree
Information Technology	San Diego Mesa College external site San Diego, California	1 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Information Technology	Strayer University-Delaware external site Wilmington, Delaware	6 graduated with Less than one year certificate 4 graduated with Bachelor’s degree
Information Technology	Texas Christian University external site Fort Worth, Texas	10 graduated with Bachelor’s degree
Information Technology	University of Hawaii at Manoa external site Honolulu, Hawaii	10 graduated with Master’s degree
Information Technology	University of La Verne external site La Verne, California	10 graduated with Bachelor’s degree
Information Technology	University of Maine external site Orono, Maine	1 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Management Science	Ball State University external site Muncie, Indiana	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate
Management Science	Bradley University external site Peoria, Illinois	7 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Management Science	Kettering University external site Flint, Michigan	10 graduated with Master’s degree
Management Science	La Roche University external site Pittsburgh, Pennsylvania	0 graduated with Less than one year certificate 10 graduated with Bachelor’s degree
Management Science	Sterling College external site Sterling, Kansas	10 graduated with Bachelor’s degree
Management Science	The College of Saint Scholastica external site Duluth, Minnesota	5 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Management Science	Union Commonwealth University external site Barbourville, Kentucky	10 graduated with Master’s degree
Management Science	University of San Diego external site San Diego, California	10 graduated with Master’s degree
Management Science	Webster University external site Saint Louis, Missouri	10 graduated with Master’s degree
Management Science	William Jessup University external site Rocklin, California	10 graduated with Master’s degree
Mathematics and Computer Science	Duke University external site Durham, North Carolina	10 graduated with Bachelor’s degree
Mathematics and Computer Science	Temple University external site Philadelphia, Pennsylvania	10 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Massachusetts-Amherst external site Amherst, Massachusetts	1 graduated with Bachelor’s degree 9 graduated with Postbaccalaureate certificate
Mathematics and Statistics	Florida Southern College external site Lakeland, Florida	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics and Statistics	Gustavus Adolphus College external site Saint Peter, Minnesota	10 graduated with Bachelor’s degree
Mathematics and Statistics	Western Washington University external site Bellingham, Washington	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Statistics, Other	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	10 graduated with Bachelor’s degree
Mathematics, General	American University external site Washington, District of Columbia	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Anne Arundel Community College external site Arnold, Maryland	10 graduated with Associate’s degree
Mathematics, General	Arcadia University external site Glenside, Pennsylvania	10 graduated with Bachelor’s degree
Mathematics, General	Arkansas State University external site Jonesboro, Arkansas	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Mathematics, General	Athens State University external site Athens, Alabama	10 graduated with Bachelor’s degree
Mathematics, General	Azusa Pacific University external site Azusa, California	10 graduated with Bachelor’s degree
Mathematics, General	Ball State University external site Muncie, Indiana	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Mathematics, General	Canada College external site Redwood City, California	10 graduated with Associate’s degree
Mathematics, General	Claremont McKenna College external site Claremont, California	6 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	College of Staten Island CUNY external site Staten Island, New York	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Concordia College at Moorhead external site Moorhead, Minnesota	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Creighton University external site Omaha, Nebraska	6 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	CUNY Borough of Manhattan Community College external site New York, New York	10 graduated with Associate’s degree
Mathematics, General	Gavilan College external site Gilroy, California	10 graduated with Associate’s degree
Mathematics, General	Harding University external site Searcy, Arkansas	5 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Linfield University external site McMinnville, Oregon	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Monterey Peninsula College external site Monterey, California	10 graduated with Associate’s degree
Mathematics, General	Morehead State University external site Morehead, Kentucky	10 graduated with Bachelor’s degree
Mathematics, General	Pacific Lutheran University external site Tacoma, Washington	10 graduated with Bachelor’s degree
Mathematics, General	Pepperdine University external site Malibu, California	10 graduated with Bachelor’s degree
Mathematics, General	Samford University external site Birmingham, Alabama	10 graduated with Bachelor’s degree
Mathematics, General	Southern Utah University external site Cedar City, Utah	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Susquehanna University external site Selinsgrove, Pennsylvania	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Texas A&M University-San Antonio external site San Antonio, Texas	10 graduated with Bachelor’s degree
Mathematics, General	Texas Southern University external site Houston, Texas	7 graduated with Bachelor’s degree 3 graduated with Master’s degree
Mathematics, General	Trinity University external site San Antonio, Texas	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Arkansas at Little Rock external site Little Rock, Arkansas	10 graduated with Bachelor’s degree
Mathematics, General	University of Maine external site Orono, Maine	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Minnesota-Morris external site Morris, Minnesota	10 graduated with Bachelor’s degree
Mathematics, General	University of Scranton external site Scranton, Pennsylvania	7 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	University of South Dakota external site Vermillion, South Dakota	2 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Mathematics, General	Vermont State University external site Randolph, Vermont	0 graduated with Associate’s degree 8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	West Los Angeles College external site Culver City, California	10 graduated with Associate’s degree
Mathematics, General	Western Colorado University external site Gunnison, Colorado	2 graduated with Less than one year certificate 3 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Western Illinois University external site Macomb, Illinois	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Mathematics, General	Western New Mexico University external site Silver City, New Mexico	3 graduated with Associate’s degree 3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 2 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	Texas A&M University-Victoria external site Victoria, Texas	10 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Tulsa external site Tulsa, Oklahoma	10 graduated with Bachelor’s degree
Statistics, General	Mount Holyoke College external site South Hadley, Massachusetts	6 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Statistics, General	South Dakota State University external site Brookings, South Dakota	10 graduated with Master’s degree
Statistics, General	Syracuse University external site Syracuse, New York	6 graduated with Bachelor’s degree 4 graduated with Master’s degree
Statistics, General	University of Wyoming external site Laramie, Wyoming	4 graduated with Bachelor’s degree 6 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Statistics, General	Washington State University external site Pullman, Washington	9 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	DePaul University external site Chicago, Illinois	9 graduated with Master’s degree
Applied Mathematics, General	Rensselaer Polytechnic Institute external site Troy, New York	9 graduated with Master’s degree
Applied Mathematics, General	Syracuse University external site Syracuse, New York	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	University of Massachusetts-Amherst external site Amherst, Massachusetts	9 graduated with Master’s degree
Applied Mathematics, General	University of Wisconsin-Madison external site Madison, Wisconsin	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Applied Statistics, General	DePaul University external site Chicago, Illinois	9 graduated with Master’s degree
Artificial Intelligence	Drake University external site Des Moines, Iowa	4 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Strayer University-Global Region external site Washington, District of Columbia	3 graduated with Less than one year certificate 6 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Idaho external site Moscow, Idaho	6 graduated with Less than one year certificate 3 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Louisville external site Louisville, Kentucky	9 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Artificial Intelligence	University of South Carolina-Columbia external site Columbia, South Carolina	9 graduated with Postbaccalaureate certificate
Bioinformatics	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	0 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Texas A&M University-College Station external site College Station, Texas	9 graduated with Postbaccalaureate certificate
Bioinformatics	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Biomathematics, Bioinformatics, and Computational Biology, Other	Harvey Mudd College external site Claremont, California	9 graduated with Bachelor’s degree
Business Analytics	Sacred Heart University external site Fairfield, Connecticut	2 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Business Analytics	Seton Hall University external site South Orange, New Jersey	0 graduated with Bachelor’s degree 9 graduated with Master’s degree
Business Analytics	Shenandoah University external site Winchester, Virginia	9 graduated with Postbaccalaureate certificate
Business Statistics	Widener University external site Chester, Pennsylvania	9 graduated with Bachelor’s degree
Computational and Applied Mathematics	Connecticut State Community College external site New Britain, Connecticut	2 graduated with Less than one year certificate 7 graduated with Associate’s degree
Computational Biology	The University of Texas at Arlington external site Arlington, Texas	9 graduated with Doctor’s degree – research/scholarship
Computational Science	Hamline University external site Saint Paul, Minnesota	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computational Science	New York University external site New York, New York	9 graduated with Master’s degree
Computer Science	Anderson University external site Anderson, Indiana	9 graduated with Bachelor’s degree
Computer Science	Arapahoe Community College external site Littleton, Colorado	9 graduated with Associate’s degree
Computer Science	Bellarmine University external site Louisville, Kentucky	9 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Benedict College external site Columbia, South Carolina	9 graduated with Bachelor’s degree
Computer Science	Benedictine University external site Lisle, Illinois	9 graduated with Bachelor’s degree
Computer Science	Concord University external site Athens, West Virginia	9 graduated with Bachelor’s degree
Computer Science	CUNY Bernard M Baruch College external site New York, New York	9 graduated with Bachelor’s degree
Computer Science	Dallas College external site Dallas, Texas	9 graduated with Associate’s degree
Computer Science	Eckerd College external site Saint Petersburg, Florida	9 graduated with Bachelor’s degree
Computer Science	Gannon University external site Erie, Pennsylvania	9 graduated with Bachelor’s degree
Computer Science	Gardner-Webb University external site Boiling Springs, North Carolina	9 graduated with Bachelor’s degree
Computer Science	Georgia Southern University external site Statesboro, Georgia	9 graduated with Master’s degree
Computer Science	Johnson & Wales University-Online external site Providence, Rhode Island	9 graduated with Bachelor’s degree
Computer Science	Lebanon Valley College external site Annville, Pennsylvania	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Messiah University external site Mechanicsburg, Pennsylvania	9 graduated with Bachelor’s degree
Computer Science	Mohawk Valley Community College external site Utica, New York	9 graduated with Associate’s degree
Computer Science	Niagara County Community College external site Sanborn, New York	9 graduated with Associate’s degree
Computer Science	North Shore Community College external site Danvers, Massachusetts	9 graduated with Associate’s degree
Computer Science	Ohio Dominican University external site Columbus, Ohio	9 graduated with Bachelor’s degree
Computer Science	Ohio Wesleyan University external site Delaware, Ohio	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Plymouth State University external site Plymouth, New Hampshire	9 graduated with Bachelor’s degree
Computer Science	Saint Norbert College external site De Pere, Wisconsin	9 graduated with Bachelor’s degree
Computer Science	Shasta College external site Redding, California	9 graduated with Associate’s degree
Computer Science	Shaw University external site Raleigh, North Carolina	9 graduated with Bachelor’s degree
Computer Science	The University of Findlay external site Findlay, Ohio	1 graduated with Associate’s degree 8 graduated with Bachelor’s degree
Computer Science	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	9 graduated with Postbaccalaureate certificate
Computer Science	University of Wisconsin-Whitewater external site Whitewater, Wisconsin	9 graduated with Master’s degree
Computer Science	Wabash College external site Crawfordsville, Indiana	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	West Los Angeles College external site Culver City, California	9 graduated with Associate’s degree
Data Analytics, General	Boise State University external site Boise, Idaho	9 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Data Analytics, General	Community College of Rhode Island external site Warwick, Rhode Island	9 graduated with Less than one year certificate
Data Analytics, General	Jackson State University external site Jackson, Mississippi	9 graduated with Postbaccalaureate certificate
Data Analytics, General	Moravian University external site Bethlehem, Pennsylvania	0 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Data Analytics, General	University of Wisconsin-Stevens Point external site Stevens Point, Wisconsin	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Modeling/Warehousing and Database Administration	Cosumnes River College external site Sacramento, California	9 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Mt San Antonio College external site Walnut, California	3 graduated with Less than one year certificate 6 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Pasadena City College external site Pasadena, California	9 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	San Diego State University external site San Diego, California	9 graduated with Postbaccalaureate certificate
Data Science, General	Bellarmine University external site Louisville, Kentucky	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Mercyhurst University external site Erie, Pennsylvania	9 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Science, General	Utica University external site Utica, New York	9 graduated with Master’s degree
Econometrics and Quantitative Economics	Binghamton University external site Vestal, New York	9 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	California Institute of Technology external site Pasadena, California	3 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Central Michigan University external site Mount Pleasant, Michigan	9 graduated with Master’s degree
Econometrics and Quantitative Economics	Clark University external site Worcester, Massachusetts	2 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Marquette University external site Milwaukee, Wisconsin	9 graduated with Master’s degree
Econometrics and Quantitative Economics	Portland State University external site Portland, Oregon	4 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Econometrics and Quantitative Economics	San Francisco State University external site San Francisco, California	9 graduated with Master’s degree
Econometrics and Quantitative Economics	Western Illinois University external site Macomb, Illinois	9 graduated with Master’s degree
Financial Analytics	Bryant University external site Smithfield, Rhode Island	9 graduated with Master’s degree
Financial Analytics	San Jose State University external site San Jose, California	8 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Financial Mathematics	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	9 graduated with Master’s degree
Financial Mathematics	Seton Hall University external site South Orange, New Jersey	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	American National University-Louisville external site Louisville, Kentucky	9 graduated with Master’s degree
Information Technology	Champlain College external site Burlington, Vermont	9 graduated with Master’s degree
Information Technology	Community College of Denver external site Denver, Colorado	4 graduated with Less than one year certificate 5 graduated with Associate’s degree
Information Technology	Gallaudet University external site Washington, District of Columbia	9 graduated with Bachelor’s degree
Information Technology	Indiana University of Pennsylvania external site Indiana, Pennsylvania	9 graduated with Postbaccalaureate certificate
Information Technology	McDowell Technical Community College external site Marion, North Carolina	3 graduated with Less than one year certificate 6 graduated with Associate’s degree
Information Technology	National American University-Rapid City external site Rapid City, South Dakota	9 graduated with Bachelor’s degree
Information Technology	Ohlone College external site Fremont, California	9 graduated with Less than one year certificate
Information Technology	Point University external site West Point, Georgia	0 graduated with Associate’s degree 9 graduated with Bachelor’s degree
Information Technology	Renton Technical College external site Renton, Washington	9 graduated with Bachelor’s degree
Information Technology	Rio Hondo College external site Whittier, California	3 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	South Central College external site North Mankato, Minnesota	3 graduated with Less than one year certificate 4 graduated with Associate’s degree 2 graduated with Associate’s degree (second major) 0 graduated with Two but less than 4 years certificate
Information Technology	Southeastern Community College external site Whiteville, North Carolina	6 graduated with Less than one year certificate 3 graduated with Associate’s degree
Information Technology	Strayer University-Arkansas external site Little Rock, Arkansas	8 graduated with Less than one year certificate 1 graduated with Bachelor’s degree
Information Technology	Tulane University of Louisiana external site New Orleans, Louisiana	5 graduated with Bachelor’s degree 4 graduated with Post-master’s certificate
Information Technology	University of Pittsburgh-Bradford external site Bradford, Pennsylvania	9 graduated with Bachelor’s degree
Information Technology	University of Pittsburgh-Greensburg external site Greensburg, Pennsylvania	9 graduated with Bachelor’s degree
Information Technology	University of South Carolina Beaufort external site Bluffton, South Carolina	9 graduated with Bachelor’s degree
Information Technology	Western Piedmont Community College external site Morganton, North Carolina	2 graduated with Less than one year certificate 7 graduated with Associate’s degree
Management Science	Bay Path University external site Longmeadow, Massachusetts	9 graduated with Master’s degree
Management Science	Canisius University external site Buffalo, New York	1 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Management Science	Rio Salado College external site Tempe, Arizona	9 graduated with Less than one year certificate
Management Science	Temple University external site Philadelphia, Pennsylvania	9 graduated with Master’s degree
Management Science	University of Alaska Anchorage external site Anchorage, Alaska	2 graduated with Less than one year certificate 7 graduated with Postbaccalaureate certificate
Management Science	Washburn University external site Topeka, Kansas	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Management Science	York College of Pennsylvania external site York, Pennsylvania	8 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate
Mathematics and Computer Science	Marquette University external site Milwaukee, Wisconsin	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	University of Rhode Island external site Kingston, Rhode Island	9 graduated with Postbaccalaureate certificate
Mathematics, General	Albion College external site Albion, Michigan	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Austin Peay State University external site Clarksville, Tennessee	9 graduated with Bachelor’s degree
Mathematics, General	Belmont University external site Nashville, Tennessee	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Bucknell University external site Lewisburg, Pennsylvania	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	Bucks County Community College external site Newtown, Pennsylvania	9 graduated with Associate’s degree
Mathematics, General	California State University-Monterey Bay external site Seaside, California	9 graduated with Bachelor’s degree
Mathematics, General	Chapman University external site Orange, California	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	CUNY Hostos Community College external site Bronx, New York	9 graduated with Associate’s degree
Mathematics, General	CUNY John Jay College of Criminal Justice external site New York, New York	9 graduated with Bachelor’s degree
Mathematics, General	CUNY Kingsborough Community College external site Brooklyn, New York	9 graduated with Associate’s degree
Mathematics, General	Drury University external site Springfield, Missouri	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Eastern University external site Saint Davids, Pennsylvania	9 graduated with Bachelor’s degree
Mathematics, General	Gordon College external site Wenham, Massachusetts	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Hope College external site Holland, Michigan	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Lemoore College external site Lemoore, California	9 graduated with Associate’s degree
Mathematics, General	Manhattan University external site Riverdale, New York	0 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	Marian University external site Indianapolis, Indiana	5 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	McNeese State University external site Lake Charles, Louisiana	8 graduated with Bachelor’s degree 1 graduated with Master’s degree
Mathematics, General	Nazareth University external site Rochester, New York	5 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Nebraska Wesleyan University external site Lincoln, Nebraska	9 graduated with Bachelor’s degree
Mathematics, General	Pace University external site New York, New York	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Pittsburg State University external site Pittsburg, Kansas	5 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Mathematics, General	Purdue University Northwest external site Hammond, Indiana	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Rhodes College external site Memphis, Tennessee	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Rose State College external site Midwest City, Oklahoma	9 graduated with Associate’s degree
Mathematics, General	Saint Johns University external site Collegeville, Minnesota	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Salem State University external site Salem, Massachusetts	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Mathematics, General	Southeastern Louisiana University external site Hammond, Louisiana	9 graduated with Bachelor’s degree
Mathematics, General	Tennessee Technological University external site Cookeville, Tennessee	7 graduated with Bachelor’s degree 2 graduated with Master’s degree
Mathematics, General	Touro University external site New York, New York	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Houston-Downtown external site Houston, Texas	9 graduated with Bachelor’s degree
Mathematics, General	University of Illinois Springfield external site Springfield, Illinois	9 graduated with Bachelor’s degree
Mathematics, General	University of Tulsa external site Tulsa, Oklahoma	9 graduated with Bachelor’s degree
Mathematics, General	University of Wisconsin-Green Bay external site Green Bay, Wisconsin	9 graduated with Bachelor’s degree
Mathematics, General	Western Michigan University external site Kalamazoo, Michigan	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	William Carey University external site Hattiesburg, Mississippi	9 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Pennsylvania College of Technology external site Williamsport, Pennsylvania	9 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of California-Irvine external site Irvine, California	9 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Pennsylvania external site Philadelphia, Pennsylvania	9 graduated with Postbaccalaureate certificate
Statistics, General	Butler University external site Indianapolis, Indiana	5 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Statistics, General	Connecticut College external site New London, Connecticut	3 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Statistics, General	Lake Forest College external site Lake Forest, Illinois	3 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Statistics, General	Middlebury College external site Middlebury, Vermont	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Statistics, General	Sam Houston State University external site Huntsville, Texas	9 graduated with Master’s degree
Statistics, General	University of California-San Diego external site La Jolla, California	9 graduated with Master’s degree
Statistics, General	University of North Carolina Wilmington external site Wilmington, North Carolina	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Statistics, General	University of St Thomas external site Saint Paul, Minnesota	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Florida Polytechnic University external site Lakeland, Florida	8 graduated with Bachelor’s degree
Applied Mathematics, General	Kent State University at Kent external site Kent, Ohio	4 graduated with Bachelor’s degree 2 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Marist University external site Poughkeepsie, New York	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Old Dominion University external site Norfolk, Virginia	0 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Princeton University external site Princeton, New Jersey	5 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Idaho external site Moscow, Idaho	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	University of Miami external site Coral Gables, Florida	5 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	University of Tulsa external site Tulsa, Oklahoma	7 graduated with Bachelor’s degree 1 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	University of Wisconsin-La Crosse external site La Crosse, Wisconsin	8 graduated with Master’s degree
Artificial Intelligence	Kent State University at Kent external site Kent, Ohio	8 graduated with Master’s degree
Artificial Intelligence	South Dakota School of Mines and Technology external site Rapid City, South Dakota	8 graduated with Master’s degree
Bioinformatics	University of Arkansas at Little Rock external site Little Rock, Arkansas	4 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of Arkansas for Medical Sciences external site Little Rock, Arkansas	4 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Bioinformatics	University of California-Riverside external site Riverside, California	3 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	1 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Utah Valley University external site Orem, Utah	8 graduated with Bachelor’s degree
Bioinformatics	Vanderbilt University external site Nashville, Tennessee	5 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Business Analytics	California State Polytechnic University-Pomona external site Pomona, California	8 graduated with Master’s degree
Business Analytics	Goldey-Beacom College external site Wilmington, Delaware	2 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Business Analytics	Hawaii Pacific University external site Honolulu, Hawaii	8 graduated with Master’s degree
Business Analytics	Montgomery College external site Rockville, Maryland	8 graduated with Associate’s degree
Business Analytics	University of the Cumberlands external site Williamsburg, Kentucky	8 graduated with Master’s degree
Business Analytics	William Paterson University of New Jersey external site Wayne, New Jersey	8 graduated with Less than one year certificate
Business Statistics	Canisius University external site Buffalo, New York	8 graduated with Master’s degree
Computational and Applied Mathematics	Eastern Connecticut State University external site Willimantic, Connecticut	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Computational Science	Valparaiso University external site Valparaiso, Indiana	0 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Computer Science	Albion College external site Albion, Michigan	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Ashland University external site Ashland, Ohio	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Capitol Technology University external site Laurel, Maryland	2 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Central College external site Pella, Iowa	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Central Penn College external site Summerdale, Pennsylvania	3 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Computer Science	Central State University external site Wilberforce, Ohio	0 graduated with One but less than two years certificate 8 graduated with Bachelor’s degree
Computer Science	Clarke University external site Dubuque, Iowa	8 graduated with Bachelor’s degree
Computer Science	Cochise County Community College District external site Sierra Vista, Arizona	8 graduated with Associate’s degree
Computer Science	College of Our Lady of the Elms external site Chicopee, Massachusetts	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Concordia University-Irvine external site Irvine, California	8 graduated with Bachelor’s degree
Computer Science	Corban University external site Salem, Oregon	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Cornerstone University external site Grand Rapids, Michigan	8 graduated with Bachelor’s degree
Computer Science	Franciscan University of Steubenville external site Steubenville, Ohio	8 graduated with Bachelor’s degree
Computer Science	Gavilan College external site Gilroy, California	8 graduated with Associate’s degree
Computer Science	Grand View University external site Des Moines, Iowa	8 graduated with Bachelor’s degree
Computer Science	Hanover College external site Hanover, Indiana	8 graduated with Bachelor’s degree
Computer Science	Imperial Valley College external site Imperial, California	8 graduated with Associate’s degree
Computer Science	Indiana Institute of Technology external site Fort Wayne, Indiana	8 graduated with Bachelor’s degree
Computer Science	Jefferson Community College external site Watertown, New York	8 graduated with Associate’s degree
Computer Science	Montana Technological University external site Butte, Montana	8 graduated with Bachelor’s degree
Computer Science	Pennsylvania State University-Penn State Brandywine external site Media, Pennsylvania	8 graduated with Bachelor’s degree
Computer Science	Phoenix College external site Phoenix, Arizona	8 graduated with Associate’s degree
Computer Science	Quincy University external site Quincy, Illinois	8 graduated with Bachelor’s degree
Computer Science	Saint Anselm College external site Manchester, New Hampshire	8 graduated with Bachelor’s degree
Computer Science	St. Thomas Aquinas College external site Sparkill, New York	8 graduated with Bachelor’s degree
Computer Science	SUNY Adirondack external site Queensbury, New York	8 graduated with Associate’s degree
Computer Science	Toyota Technological Institute at Chicago external site Chicago, Illinois	8 graduated with Doctor’s degree – research/scholarship
Computer Science	Trinity Christian College external site Palos Heights, Illinois	8 graduated with Bachelor’s degree
Computer Science	University of Arkansas Grantham external site LIttle Rock, Arkansas	1 graduated with Associate’s degree 7 graduated with Bachelor’s degree
Computer Science	University of Hawaii at Hilo external site Hilo, Hawaii	8 graduated with Bachelor’s degree
Computer Science	University of Indianapolis external site Indianapolis, Indiana	8 graduated with Bachelor’s degree
Computer Science	Vincennes University external site Vincennes, Indiana	8 graduated with Associate’s degree
Data Analytics, General	East Carolina University external site Greenville, North Carolina	6 graduated with Less than one year certificate 2 graduated with Postbaccalaureate certificate
Data Analytics, General	George Fox University external site Newberg, Oregon	0 graduated with Less than 12 weeks certificate 3 graduated with Less than one year certificate 5 graduated with Bachelor’s degree
Data Analytics, General	Lynn University external site Boca Raton, Florida	8 graduated with Bachelor’s degree
Data Analytics, General	Nebraska Wesleyan University external site Lincoln, Nebraska	4 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Analytics, General	Texas A&M University-College Station external site College Station, Texas	8 graduated with Less than one year certificate
Data Analytics, General	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	8 graduated with Postbaccalaureate certificate
Data Analytics, General	Walsh College external site Troy, Michigan	0 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree
Data Analytics, Other	Grand Valley State University external site Allendale, Michigan	8 graduated with Postbaccalaureate certificate
Data Analytics, Other	Rice University external site Houston, Texas	3 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Data Modeling/Warehousing and Database Administration	College of DuPage external site Glen Ellyn, Illinois	8 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Cuyahoga Community College District external site Cleveland, Ohio	8 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Towson University external site Towson, Maryland	8 graduated with Postbaccalaureate certificate
Data Science, General	Augustana College external site Rock Island, Illinois	2 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Data Science, General	Bowling Green State University-Main Campus external site Bowling Green, Ohio	4 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Data Science, General	Carolina University external site Winston-Salem, North Carolina	8 graduated with Master’s degree
Data Science, General	Newman University external site Wichita, Kansas	3 graduated with Bachelor’s degree 5 graduated with Master’s degree
Data Science, General	Northern Michigan University external site Marquette, Michigan	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Purdue University Fort Wayne external site Fort Wayne, Indiana	8 graduated with Bachelor’s degree
Data Science, General	University of Toledo external site Toledo, Ohio	8 graduated with Bachelor’s degree
Data Science, General	Wentworth Institute of Technology external site Boston, Massachusetts	0 graduated with Bachelor’s degree 8 graduated with Master’s degree
Data Science, Other	College of Southern Maryland external site La Plata, Maryland	8 graduated with Less than one year certificate
Econometrics and Quantitative Economics	Boise State University external site Boise, Idaho	3 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Econometrics and Quantitative Economics	Duquesne University external site Pittsburgh, Pennsylvania	3 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Hampden-Sydney College external site Hampden-Sydney, Virginia	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Pennsylvania State University-Penn State Erie-Behrend College external site Erie, Pennsylvania	8 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Saint Cloud State University external site Saint Cloud, Minnesota	3 graduated with Bachelor’s degree 5 graduated with Master’s degree
Econometrics and Quantitative Economics	The Catholic University of America external site Washington, District of Columbia	5 graduated with Bachelor’s degree 3 graduated with Master’s degree
Econometrics and Quantitative Economics	Wake Forest University external site Winston-Salem, North Carolina	8 graduated with Bachelor’s degree
Financial Mathematics	Northern State University external site Aberdeen, South Dakota	8 graduated with Master’s degree
Financial Mathematics	Syracuse University external site Syracuse, New York	8 graduated with Master’s degree
Financial Mathematics	Texas A&M University-College Station external site College Station, Texas	8 graduated with Master’s degree
Information Technology	Arkansas Northeastern College external site Blytheville, Arkansas	5 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Information Technology	Bob Jones University external site Greenville, South Carolina	8 graduated with Bachelor’s degree
Information Technology	Carl Sandburg College external site Galesburg, Illinois	8 graduated with Less than one year certificate
Information Technology	Chandler-Gilbert Community College external site Chandler, Arizona	8 graduated with Associate’s degree
Information Technology	College of Alameda external site Alameda, California	4 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Drexel University external site Philadelphia, Pennsylvania	2 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Information Technology	Elmhurst University external site Elmhurst, Illinois	8 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Technology	Freed-Hardeman University external site Henderson, Tennessee	8 graduated with Bachelor’s degree
Information Technology	Gavilan College external site Gilroy, California	7 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Technology	George Washington University external site Washington, District of Columbia	8 graduated with Postbaccalaureate certificate
Information Technology	La Roche University external site Pittsburgh, Pennsylvania	8 graduated with Bachelor’s degree
Information Technology	Marist University external site Poughkeepsie, New York	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 0 graduated with Two but less than 4 years certificate 7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Mercer University external site Macon, Georgia	8 graduated with Bachelor’s degree
Information Technology	Mount Wachusett Community College external site Gardner, Massachusetts	8 graduated with Less than one year certificate
Information Technology	Olympic College external site Bremerton, Washington	0 graduated with Associate’s degree 8 graduated with Bachelor’s degree
Information Technology	Platt College-Riverside external site Riverside, California	8 graduated with Associate’s degree
Information Technology	Prairie State College external site Chicago Heights, Illinois	8 graduated with Associate’s degree
Information Technology	Roanoke-Chowan Community College external site Ahoskie, North Carolina	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Salem State University external site Salem, Massachusetts	8 graduated with Bachelor’s degree
Information Technology	SUNY College of Technology at Delhi external site Delhi, New York	8 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Tri-County Community College external site Murphy, North Carolina	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	University of Michigan-Flint external site Flint, Michigan	8 graduated with Bachelor’s degree
Information Technology	University of New Hampshire College of Professional Studies Online external site Manchester, New Hampshire	8 graduated with Bachelor’s degree
Information Technology	Wilmington University external site New Castle, Delaware	2 graduated with Associate’s degree 6 graduated with Bachelor’s degree
Information Technology	Winona State University external site Winona, Minnesota	8 graduated with Bachelor’s degree
Management Science	Lasell University external site Newton, Massachusetts	8 graduated with Master’s degree
Management Science	Marshall University external site Huntington, West Virginia	8 graduated with Postbaccalaureate certificate
Management Science	Mesa Community College external site Mesa, Arizona	8 graduated with Less than one year certificate 0 graduated with Associate’s degree
Management Science	Otterbein University external site Westerville, Ohio	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	Regis University external site Denver, Colorado	8 graduated with Master’s degree
Management Science	The University of Texas at San Antonio external site San Antonio, Texas	7 graduated with Less than one year certificate 1 graduated with Bachelor’s degree 0 graduated with Master’s degree
Management Science	University of Management and Technology external site Arlington, Virginia	8 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Management Science	University of Richmond external site University of Richmond, Virginia	8 graduated with Master’s degree
Management Science	Walla Walla University external site College Place, Washington	8 graduated with Bachelor’s degree
Mathematical Biology	University of Houston external site Houston, Texas	8 graduated with Bachelor’s degree
Mathematical Statistics and Probability	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	8 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	California Institute of Technology external site Pasadena, California	1 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Converse University external site Spartanburg, South Carolina	8 graduated with Bachelor’s degree
Mathematics and Computer Science	DePaul University external site Chicago, Illinois	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Grand Valley State University external site Allendale, Michigan	8 graduated with Less than one year certificate 0 graduated with Master’s degree
Mathematics and Computer Science	Indiana University-South Bend external site South Bend, Indiana	8 graduated with Master’s degree
Mathematics and Computer Science	Lansing Community College external site Lansing, Michigan	8 graduated with Associate’s degree
Mathematics and Computer Science	Morgan State University external site Baltimore, Maryland	8 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Pennsylvania external site Philadelphia, Pennsylvania	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Mathematics and Statistics	Miami University-Oxford external site Oxford, Ohio	8 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Chatham University external site Pittsburgh, Pennsylvania	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Assumption University external site Worcester, Massachusetts	8 graduated with Bachelor’s degree
Mathematics, General	Austin College external site Sherman, Texas	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Bemidji State University external site Bemidji, Minnesota	5 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Benedictine College external site Atchison, Kansas	8 graduated with Bachelor’s degree
Mathematics, General	Berea College external site Berea, Kentucky	3 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Calvin University external site Grand Rapids, Michigan	5 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	College of Charleston external site Charleston, South Carolina	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Mathematics, General	Des Moines Area Community College external site Ankeny, Iowa	8 graduated with Associate’s degree
Mathematics, General	Eastern Washington University external site Cheney, Washington	8 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	Eckerd College external site Saint Petersburg, Florida	2 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	Front Range Community College external site Westminster, Colorado	8 graduated with Associate’s degree
Mathematics, General	Harvey Mudd College external site Claremont, California	8 graduated with Bachelor’s degree
Mathematics, General	Hillsdale College external site Hillsdale, Michigan	8 graduated with Bachelor’s degree
Mathematics, General	Indiana University-Southeast external site New Albany, Indiana	5 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Mathematics, General	Lebanon Valley College external site Annville, Pennsylvania	3 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Los Angeles Trade Technical College external site Los Angeles, California	8 graduated with Associate’s degree
Mathematics, General	Madera Community College external site Madera, California	8 graduated with Associate’s degree
Mathematics, General	Maryville College external site Maryville, Tennessee	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Middle Georgia State University external site Macon, Georgia	8 graduated with Bachelor’s degree
Mathematics, General	Mount Saint Mary College external site Newburgh, New York	8 graduated with Bachelor’s degree
Mathematics, General	Nicholls State University external site Thibodaux, Louisiana	8 graduated with Bachelor’s degree
Mathematics, General	Northeastern Illinois University external site Chicago, Illinois	6 graduated with Bachelor’s degree 2 graduated with Master’s degree
Mathematics, General	Northeastern State University external site Tahlequah, Oklahoma	0 graduated with Less than one year certificate 8 graduated with Bachelor’s degree
Mathematics, General	Pitzer College external site Claremont, California	8 graduated with Bachelor’s degree
Mathematics, General	Ramapo College of New Jersey external site Mahwah, New Jersey	8 graduated with Bachelor’s degree
Mathematics, General	Rutgers University-Camden external site Camden, New Jersey	8 graduated with Bachelor’s degree
Mathematics, General	Saint Joseph's University - Philadelphia external site Philadelphia, Pennsylvania	8 graduated with Bachelor’s degree
Mathematics, General	San Diego City College external site San Diego, California	8 graduated with Associate’s degree
Mathematics, General	Southwestern University external site Georgetown, Texas	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Spelman College external site Atlanta, Georgia	8 graduated with Bachelor’s degree
Mathematics, General	Texas A & M University-Corpus Christi external site Corpus Christi, Texas	2 graduated with Bachelor’s degree 6 graduated with Master’s degree
Mathematics, General	The Master's University and Seminary external site Santa Clarita, California	2 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Mathematics, General	The University of Texas Permian Basin external site Odessa, Texas	5 graduated with Bachelor’s degree 3 graduated with Master’s degree
Mathematics, General	University of Central Oklahoma external site Edmond, Oklahoma	8 graduated with Bachelor’s degree
Mathematics, General	University of Montevallo external site Montevallo, Alabama	8 graduated with Bachelor’s degree
Mathematics, General	University of Redlands external site Redlands, California	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Virginia State University external site Petersburg, Virginia	2 graduated with Bachelor’s degree 6 graduated with Master’s degree
Mathematics, General	Wartburg College external site Waverly, Iowa	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Washington State University external site Pullman, Washington	8 graduated with Bachelor’s degree
Mathematics, General	Whitman College external site Walla Walla, Washington	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	William Paterson University of New Jersey external site Wayne, New Jersey	8 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	Worcester State University external site Worcester, Massachusetts	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	California Institute of the Arts external site Valencia, California	8 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Lawrence Technological University external site Southfield, Michigan	2 graduated with One but less than two years certificate 6 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	Shenandoah University external site Winchester, Virginia	8 graduated with Bachelor’s degree
Statistics, General	Coastal Carolina University external site Conway, South Carolina	8 graduated with Bachelor’s degree
Statistics, General	Tufts University external site Medford, Massachusetts	8 graduated with Postbaccalaureate certificate
Statistics, General	University of Colorado Denver/Anschutz Medical Campus external site Denver, Colorado	8 graduated with Master’s degree
Statistics, General	University of Nebraska-Lincoln external site Lincoln, Nebraska	0 graduated with Bachelor’s degree 7 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Statistics, General	University of Southern California external site Los Angeles, California	8 graduated with Master’s degree
Applied Mathematics, General	American University external site Washington, District of Columbia	6 graduated with Bachelor’s degree 1 graduated with Master’s degree
Applied Mathematics, General	Florida Institute of Technology external site Melbourne, Florida	3 graduated with Bachelor’s degree 1 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	San Francisco State University external site San Francisco, California	7 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Applied Mathematics, General	Tufts University external site Medford, Massachusetts	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	University of North Carolina at Charlotte external site Charlotte, North Carolina	7 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of the Virgin Islands external site Charlotte Amalie, Virgin Islands	7 graduated with Bachelor’s degree
Applied Mathematics, General	Weber State University external site Ogden, Utah	7 graduated with Bachelor’s degree
Applied Statistics, General	University of Kentucky external site Lexington, Kentucky	6 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Artificial Intelligence	Chandler-Gilbert Community College external site Chandler, Arizona	3 graduated with Less than one year certificate 4 graduated with Associate’s degree
Artificial Intelligence	State University of New York at Plattsburgh external site Plattsburgh, New York	7 graduated with Bachelor’s degree
Artificial Intelligence	University of Colorado Boulder external site Boulder, Colorado	7 graduated with Master’s degree
Artificial Intelligence	University of Houston-Downtown external site Houston, Texas	7 graduated with Master’s degree
Artificial Intelligence	University of St Thomas external site Saint Paul, Minnesota	1 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Artificial Intelligence	Wayne State University external site Detroit, Michigan	7 graduated with Master’s degree
Bioinformatics	Baylor University external site Waco, Texas	7 graduated with Bachelor’s degree
Bioinformatics	George Mason University external site Fairfax, Virginia	4 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Bioinformatics	Iowa State University external site Ames, Iowa	3 graduated with Bachelor’s degree 3 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Bioinformatics	New Jersey Institute of Technology external site Newark, New Jersey	0 graduated with Bachelor’s degree 7 graduated with Master’s degree
Bioinformatics	North Carolina State University at Raleigh external site Raleigh, North Carolina	1 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Rensselaer Polytechnic Institute external site Troy, New York	7 graduated with Bachelor’s degree
Bioinformatics	University of Illinois Chicago external site Chicago, Illinois	6 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	5 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Biomathematics, Bioinformatics, and Computational Biology, Other	Oregon State University external site Corvallis, Oregon	7 graduated with Bachelor’s degree
Business Analytics	Broward College external site Fort Lauderdale, Florida	7 graduated with Associate’s degree
Business Analytics	Excelsior University external site Albany, New York	7 graduated with Postbaccalaureate certificate
Business Analytics	La Sierra University external site Riverside, California	0 graduated with Bachelor’s degree 7 graduated with Master’s degree
Business Analytics	Metropolitan State University of Denver external site Denver, Colorado	7 graduated with Postbaccalaureate certificate
Business Analytics	Monroe University external site Bronx, New York	7 graduated with Master’s degree
Business Analytics	Nichols College external site Dudley, Massachusetts	7 graduated with Bachelor’s degree
Business Analytics	Saint Edward's University external site Austin, Texas	7 graduated with Master’s degree
Business Analytics	Saint Francis University external site Loretto, Pennsylvania	7 graduated with Bachelor’s degree
Business Analytics	University of Rhode Island external site Kingston, Rhode Island	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Business Analytics	Wentworth Institute of Technology external site Boston, Massachusetts	7 graduated with Master’s degree
Business Statistics	Central New Mexico Community College external site Albuquerque, New Mexico	7 graduated with One but less than two years certificate
Business Statistics	Columbia University in the City of New York external site New York, New York	3 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Business Statistics	Eastern Washington University external site Cheney, Washington	7 graduated with Bachelor’s degree
Business Statistics	Milwaukee School of Engineering external site Milwaukee, Wisconsin	7 graduated with Postbaccalaureate certificate
Business Statistics	Virginia Union University external site Richmond, Virginia	7 graduated with Bachelor’s degree
Computational and Applied Mathematics	Saint Mary's College external site Notre Dame, Indiana	7 graduated with Bachelor’s degree
Computational Biology	Auburn University external site Auburn, Alabama	7 graduated with Postbaccalaureate certificate
Computational Biology	Florida State University external site Tallahassee, Florida	7 graduated with Bachelor’s degree
Computational Biology	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	7 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	Duquesne University external site Pittsburgh, Pennsylvania	7 graduated with Master’s degree
Computational Mathematics	University of North Carolina at Greensboro external site Greensboro, North Carolina	7 graduated with Doctor’s degree – research/scholarship
Computational Science	Full Sail University external site Winter Park, Florida	7 graduated with Bachelor’s degree
Computational Science	Keiser University-Ft Lauderdale external site Fort Lauderdale, Florida	7 graduated with Master’s degree
Computational Science	The University of Tennessee-Chattanooga external site Chattanooga, Tennessee	7 graduated with Doctor’s degree – research/scholarship
Computational Science	University of Wisconsin-Parkside external site Kenosha, Wisconsin	7 graduated with Less than one year certificate
Computer Science	Bennington College external site Bennington, Vermont	4 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	College of Marin external site Kentfield, California	7 graduated with Associate’s degree
Computer Science	College of Saint Benedict external site Saint Joseph, Minnesota	7 graduated with Bachelor’s degree
Computer Science	College of the Ozarks external site Point Lookout, Missouri	7 graduated with Bachelor’s degree
Computer Science	Columbia Basin College external site Pasco, Washington	7 graduated with Associate’s degree
Computer Science	Columbia College external site Columbia, Missouri	7 graduated with Bachelor’s degree
Computer Science	Columbia-Greene Community College external site Hudson, New York	7 graduated with Associate’s degree
Computer Science	DePaul University external site Chicago, Illinois	1 graduated with Bachelor’s degree 0 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Eastern Illinois University external site Charleston, Illinois	7 graduated with Bachelor’s degree
Computer Science	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	2 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Science	Franklin College external site Franklin, Indiana	7 graduated with Bachelor’s degree
Computer Science	Fulton-Montgomery Community College external site Johnstown, New York	7 graduated with Associate’s degree
Computer Science	Holy Cross College external site Notre Dame, Indiana	7 graduated with Bachelor’s degree
Computer Science	Houston Christian University external site Houston, Texas	7 graduated with Bachelor’s degree
Computer Science	Inver Hills Community College external site Inver Grove Heights, Minnesota	7 graduated with Associate’s degree
Computer Science	Johnson & Wales University-Providence external site Providence, Rhode Island	7 graduated with Bachelor’s degree
Computer Science	Juniata College external site Huntingdon, Pennsylvania	7 graduated with Bachelor’s degree
Computer Science	Lee University external site Cleveland, Tennessee	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Lipscomb University external site Nashville, Tennessee	7 graduated with Bachelor’s degree
Computer Science	Loras College external site Dubuque, Iowa	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Louisiana Delta Community College external site Monroe, Louisiana	7 graduated with Associate’s degree
Computer Science	Marymount University external site Arlington, Virginia	7 graduated with Bachelor’s degree
Computer Science	Pacific University external site Forest Grove, Oregon	5 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Rust College external site Holly Springs, Mississippi	7 graduated with Bachelor’s degree
Computer Science	Shenandoah University external site Winchester, Virginia	7 graduated with Bachelor’s degree
Computer Science	Thomas College external site Waterville, Maine	7 graduated with Bachelor’s degree
Computer Science	Tuskegee University external site Tuskegee, Alabama	7 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	University of Central Arkansas external site Conway, Arkansas	7 graduated with Master’s degree
Computer Science	University of Virginia's College at Wise external site Wise, Virginia	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Westminster University external site Salt Lake City, Utah	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Winston-Salem State University external site Winston-Salem, North Carolina	7 graduated with Bachelor’s degree
Data Analytics, General	Arizona Western College external site Yuma, Arizona	7 graduated with Less than one year certificate
Data Analytics, General	Benedictine University external site Lisle, Illinois	7 graduated with Postbaccalaureate certificate
Data Analytics, General	Clarkson University external site Potsdam, New York	7 graduated with Master’s degree
Data Analytics, General	University of St Thomas external site Saint Paul, Minnesota	7 graduated with Postbaccalaureate certificate
Data Analytics, Other	California Baptist University external site Riverside, California	7 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	DePaul University external site Chicago, Illinois	7 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Data Modeling/Warehousing and Database Administration	Mt Hood Community College external site Gresham, Oregon	0 graduated with Less than one year certificate 7 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Normandale Community College external site Bloomington, Minnesota	7 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Ohlone College external site Fremont, California	7 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Utah Valley University external site Orem, Utah	7 graduated with Less than one year certificate
Data Science, General	Colby College external site Waterville, Maine	3 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Science, General	CUNY Hunter College external site New York, New York	7 graduated with Less than one year certificate
Data Science, General	Franklin and Marshall College external site Lancaster, Pennsylvania	2 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Data Science, General	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	0 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Data Science, General	Tarleton State University external site Stephenville, Texas	7 graduated with Master’s degree
Data Science, General	University of Kansas external site Lawrence, Kansas	7 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Science, General	University of Rhode Island external site Kingston, Rhode Island	7 graduated with Master’s degree
Data Science, General	Utah Valley University external site Orem, Utah	7 graduated with Bachelor’s degree
Data Science, General	William Paterson University of New Jersey external site Wayne, New Jersey	7 graduated with Less than one year certificate
Data Science, General	Winona State University external site Winona, Minnesota	7 graduated with Bachelor’s degree
Data Science, Other	Morgan State University external site Baltimore, Maryland	5 graduated with Bachelor’s degree 2 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Science, Other	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	7 graduated with Master’s degree
Econometrics and Quantitative Economics	Air Force Institute of Technology-Graduate School of Engineering & Management external site Wright-Patterson AFB, Ohio	7 graduated with Master’s degree
Econometrics and Quantitative Economics	East Carolina University external site Greenville, North Carolina	7 graduated with Master’s degree
Econometrics and Quantitative Economics	Ithaca College external site Ithaca, New York	7 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Murray State University external site Murray, Kentucky	7 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Idaho external site Moscow, Idaho	7 graduated with Master’s degree
Econometrics and Quantitative Economics	University of the Pacific external site Stockton, California	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Financial Analytics	Queens University of Charlotte external site Charlotte, North Carolina	7 graduated with Master’s degree
Financial Analytics	University of Kentucky external site Lexington, Kentucky	7 graduated with Postbaccalaureate certificate
Financial Mathematics	Wabash College external site Crawfordsville, Indiana	7 graduated with Bachelor’s degree
Information Technology	Crafton Hills College external site Yucaipa, California	7 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Cumberland University external site Lebanon, Tennessee	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	East Central University external site Ada, Oklahoma	7 graduated with Bachelor’s degree
Information Technology	Endicott College external site Beverly, Massachusetts	7 graduated with Master’s degree
Information Technology	Great Plains Technology Center external site Lawton, Oklahoma	7 graduated with One but less than two years certificate
Information Technology	Lee University external site Cleveland, Tennessee	7 graduated with Bachelor’s degree
Information Technology	Morton College external site Cicero, Illinois	7 graduated with Associate’s degree
Information Technology	Mount Saint Mary College external site Newburgh, New York	0 graduated with Less than one year certificate 7 graduated with Bachelor’s degree
Information Technology	North Arkansas College external site Harrison, Arkansas	1 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Northcentral University external site San Diego, California	7 graduated with Master’s degree
Information Technology	Owens Community College external site Perrysburg, Ohio	2 graduated with Less than one year certificate 5 graduated with Associate’s degree
Information Technology	Regis University external site Denver, Colorado	4 graduated with Bachelor’s degree 3 graduated with Master’s degree 0 graduated with Post-master’s certificate
Information Technology	Rock Valley College external site Rockford, Illinois	7 graduated with Associate’s degree
Information Technology	Saint Augustine's University external site Raleigh, North Carolina	7 graduated with Bachelor’s degree
Information Technology	Saint Martin's University external site Lacey, Washington	7 graduated with Bachelor’s degree
Information Technology	Saint Peter's University external site Jersey City, New Jersey	7 graduated with Master’s degree
Information Technology	Shenandoah University external site Winchester, Virginia	2 graduated with Less than one year certificate 3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Technology	Simmons University external site Boston, Massachusetts	7 graduated with Bachelor’s degree
Information Technology	SUNY College of Technology at Canton external site Canton, New York	7 graduated with Bachelor’s degree
Information Technology	University of Nebraska at Omaha external site Omaha, Nebraska	7 graduated with Doctor’s degree – research/scholarship
Linguistics and Computer Science	University of Massachusetts-Amherst external site Amherst, Massachusetts	0 graduated with Less than one year certificate 6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	Capitol Technology University external site Laurel, Maryland	0 graduated with Bachelor’s degree 7 graduated with Doctor’s degree – research/scholarship
Management Science	Central Methodist University-College of Graduate and Extended Studies external site Fayette, Missouri	7 graduated with Bachelor’s degree
Management Science	Columbus State Community College external site Columbus, Ohio	7 graduated with One but less than two years certificate
Management Science	Eastern Washington University external site Cheney, Washington	7 graduated with Bachelor’s degree
Management Science	Georgia State University external site Atlanta, Georgia	7 graduated with Master’s degree
Management Science	Marian University external site Fond Du Lac, Wisconsin	7 graduated with Master’s degree
Management Science	Nashua Community College external site Nashua, New Hampshire	6 graduated with Less than one year certificate 1 graduated with Associate’s degree
Management Science	Wittenberg University external site Springfield, Ohio	0 graduated with Bachelor’s degree 7 graduated with Master’s degree
Mathematical Statistics and Probability	University of California-Santa Cruz external site Santa Cruz, California	2 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Mathematical Statistics and Probability	University of Nevada-Reno external site Reno, Nevada	4 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Purdue University-Main Campus external site West Lafayette, Indiana	7 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Central Oklahoma external site Edmond, Oklahoma	7 graduated with Master’s degree
Mathematics and Computer Science	University of Oregon external site Eugene, Oregon	7 graduated with Bachelor’s degree
Mathematics and Computer Science	University of St Thomas external site Houston, Texas	7 graduated with Master’s degree
Mathematics and Statistics, Other	Hamilton College external site Clinton, New York	7 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Rutgers University-Camden external site Camden, New Jersey	7 graduated with Master’s degree
Mathematics, General	Agnes Scott College external site Decatur, Georgia	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Anderson University external site Anderson, South Carolina	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Augsburg University external site Minneapolis, Minnesota	4 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Augustana University external site Sioux Falls, South Dakota	4 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Bellevue University external site Bellevue, Nebraska	7 graduated with Bachelor’s degree
Mathematics, General	Black Hills State University external site Spearfish, South Dakota	7 graduated with Bachelor’s degree
Mathematics, General	Bunker Hill Community College external site Boston, Massachusetts	7 graduated with Associate’s degree
Mathematics, General	California Baptist University external site Riverside, California	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Clark Atlanta University external site Atlanta, Georgia	6 graduated with Bachelor’s degree 1 graduated with Master’s degree
Mathematics, General	Colgate University external site Hamilton, New York	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	College of the Desert external site Palm Desert, California	7 graduated with Associate’s degree
Mathematics, General	Copper Mountain Community College external site Joshua Tree, California	7 graduated with Associate’s degree
Mathematics, General	Dordt University external site Sioux Center, Iowa	0 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Mathematics, General	Duquesne University external site Pittsburgh, Pennsylvania	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Eastern Oregon University external site La Grande, Oregon	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Elizabeth City State University external site Elizabeth City, North Carolina	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Mathematics, General	Florida Agricultural and Mechanical University external site Tallahassee, Florida	7 graduated with Bachelor’s degree
Mathematics, General	Fort Valley State University external site Fort Valley, Georgia	7 graduated with Bachelor’s degree
Mathematics, General	Hobart William Smith Colleges external site Geneva, New York	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Houghton University external site Houghton, New York	5 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Houston City College external site Houston, Texas	7 graduated with Associate’s degree
Mathematics, General	Hudson Valley Community College external site Troy, New York	7 graduated with Associate’s degree
Mathematics, General	Kalamazoo College external site Kalamazoo, Michigan	3 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Keene State College external site Keene, New Hampshire	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Lamar University external site Beaumont, Texas	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Mathematics, General	Mesa Community College external site Mesa, Arizona	7 graduated with Associate’s degree
Mathematics, General	Mississippi Christian University external site Clinton, Mississippi	7 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Mathematics, General	Missouri Valley College external site Marshall, Missouri	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Moravian University external site Bethlehem, Pennsylvania	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Mount St. Mary's University external site Emmitsburg, Maryland	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Muskingum University external site New Concord, Ohio	7 graduated with Bachelor’s degree
Mathematics, General	North Carolina A & T State University external site Greensboro, North Carolina	7 graduated with Bachelor’s degree
Mathematics, General	Oglethorpe University external site Atlanta, Georgia	7 graduated with Bachelor’s degree
Mathematics, General	Otterbein University external site Westerville, Ohio	7 graduated with Bachelor’s degree
Mathematics, General	Siena University external site Loudonville, New York	3 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	St. John's University-New York external site Queens, New York	7 graduated with Bachelor’s degree
Mathematics, General	State University of New York at Cortland external site Cortland, New York	7 graduated with Bachelor’s degree
Mathematics, General	SUNY Old Westbury external site Old Westbury, New York	4 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Texas Lutheran University external site Seguin, Texas	7 graduated with Bachelor’s degree
Mathematics, General	The University of Tampa external site Tampa, Florida	7 graduated with Bachelor’s degree
Mathematics, General	University of Alaska Fairbanks external site Fairbanks, Alaska	5 graduated with Bachelor’s degree 2 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of New Orleans external site New Orleans, Louisiana	4 graduated with Bachelor’s degree 3 graduated with Master’s degree
Mathematics, General	University of South Carolina-Upstate external site Spartanburg, South Carolina	7 graduated with Bachelor’s degree
Mathematics, General	University of Wisconsin-Platteville external site Platteville, Wisconsin	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Wheaton College (Massachusetts) external site Norton, Massachusetts	4 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Wingate University external site Wingate, North Carolina	7 graduated with Bachelor’s degree
Mathematics, General	Winona State University external site Winona, Minnesota	7 graduated with Bachelor’s degree
Mathematics, General	Winthrop University external site Rock Hill, South Carolina	7 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Eastern Iowa Community College District external site Davenport, Iowa	0 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Statistics, General	Ball State University external site Muncie, Indiana	0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Statistics, General	Brown University external site Providence, Rhode Island	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	California State University-Monterey Bay external site Seaside, California	7 graduated with Bachelor’s degree
Statistics, General	Minnesota State University-Mankato external site Mankato, Minnesota	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	Mississippi State University external site Mississippi State, Mississippi	7 graduated with Master’s degree
Statistics, General	Northern Arizona University external site Flagstaff, Arizona	7 graduated with Master’s degree
Statistics, General	Saint Cloud State University external site Saint Cloud, Minnesota	7 graduated with Bachelor’s degree
Statistics, General	University of Vermont external site Burlington, Vermont	4 graduated with Bachelor’s degree 3 graduated with Master’s degree
Applied Mathematics, General	Augustana College external site Rock Island, Illinois	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Bryant University external site Smithfield, Rhode Island	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Central Washington University external site Ellensburg, Washington	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Elon University external site Elon, North Carolina	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Montclair State University external site Montclair, New Jersey	3 graduated with Bachelor’s degree 3 graduated with Master’s degree
Applied Mathematics, General	North Central College external site Naperville, Illinois	2 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Oakland University external site Rochester Hills, Michigan	1 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Oakwood University external site Huntsville, Alabama	6 graduated with Bachelor’s degree
Applied Mathematics, General	Washington University in St Louis external site St. Louis, Missouri	0 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Applied Mathematics, Other	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	6 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	Eastern Michigan University external site Ypsilanti, Michigan	6 graduated with Master’s degree
Applied Statistics, General	Marquette University external site Milwaukee, Wisconsin	6 graduated with Master’s degree
Artificial Intelligence	Dakota State University external site Madison, South Dakota	5 graduated with Bachelor’s degree 1 graduated with Master’s degree
Artificial Intelligence	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	6 graduated with Bachelor’s degree
Artificial Intelligence	Wayne Community College external site Goldsboro, North Carolina	5 graduated with Less than one year certificate 1 graduated with Associate’s degree
Artificial Intelligence	Worcester Polytechnic Institute external site Worcester, Massachusetts	1 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Bioinformatics	Hood College external site Frederick, Maryland	0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Bioinformatics	University of Illinois Urbana-Champaign external site Champaign, Illinois	6 graduated with Master’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	University of Nebraska-Lincoln external site Lincoln, Nebraska	6 graduated with Doctor’s degree – research/scholarship
Biomathematics, Bioinformatics, and Computational Biology, Other	University of Southern California external site Los Angeles, California	6 graduated with Master’s degree
Business Analytics	Columbia College external site Columbia, Missouri	2 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 4 graduated with Master’s degree
Business Analytics	Marquette University external site Milwaukee, Wisconsin	2 graduated with Master’s degree 4 graduated with Post-master’s certificate
Business Analytics	Northern Michigan University external site Marquette, Michigan	6 graduated with Bachelor’s degree
Business Analytics	Northwest Nazarene University external site Nampa, Idaho	6 graduated with Postbaccalaureate certificate
Business Analytics	Park University external site Parkville, Missouri	1 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate
Business Analytics	Pennsylvania State University-World Campus external site University Park, Pennsylvania	6 graduated with Postbaccalaureate certificate
Business Analytics	Rutgers University-Newark external site Newark, New Jersey	6 graduated with Master’s degree
Business Analytics	St Bonaventure University external site Saint Bonaventure, New York	6 graduated with Master’s degree
Business Statistics	DeSales University external site Center Valley, Pennsylvania	2 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Business Statistics	Indiana Institute of Technology external site Fort Wayne, Indiana	0 graduated with Less than one year certificate 6 graduated with Postbaccalaureate certificate
Business Statistics	Mid-America Christian University external site Oklahoma City, Oklahoma	6 graduated with Bachelor’s degree
Business Statistics	University of Illinois Urbana-Champaign external site Champaign, Illinois	6 graduated with Postbaccalaureate certificate
Business Statistics	University of Puerto Rico-Rio Piedras external site San Juan, Puerto Rico	6 graduated with Bachelor’s degree
Computational and Applied Mathematics	Southern Methodist University external site Dallas, Texas	2 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computational and Applied Mathematics	William Paterson University of New Jersey external site Wayne, New Jersey	6 graduated with Master’s degree
Computational Biology	University of California-Berkeley external site Berkeley, California	6 graduated with Doctor’s degree – research/scholarship
Computational Science	Marquette University external site Milwaukee, Wisconsin	1 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computational Science	Missouri State University-Springfield external site Springfield, Missouri	6 graduated with Less than one year certificate
Computational Science	North Carolina State University at Raleigh external site Raleigh, North Carolina	6 graduated with Master’s degree
Computer Science	Barry University external site Miami, Florida	6 graduated with Bachelor’s degree
Computer Science	Bloomfield College of Montclair State University external site Bloomfield, New Jersey	6 graduated with Bachelor’s degree
Computer Science	Blue Mountain Community College external site Pendleton, Oregon	0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Computer Science	Cairn University-Langhorne external site Langhorne, Pennsylvania	6 graduated with Bachelor’s degree
Computer Science	Canisius University external site Buffalo, New York	6 graduated with Bachelor’s degree
Computer Science	College of the Siskiyous external site Weed, California	6 graduated with Associate’s degree
Computer Science	Fairleigh Dickinson University-Florham Campus external site Madison, New Jersey	1 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Science	Hampshire College external site Amherst, Massachusetts	6 graduated with Bachelor’s degree
Computer Science	Hastings College external site Hastings, Nebraska	3 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Heidelberg University external site Tiffin, Ohio	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Johns Hopkins University external site Baltimore, Maryland	6 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computer Science	La Salle University external site Philadelphia, Pennsylvania	6 graduated with Bachelor’s degree
Computer Science	Langston University external site Langston, Oklahoma	6 graduated with Bachelor’s degree
Computer Science	Laramie County Community College external site Cheyenne, Wyoming	6 graduated with Associate’s degree
Computer Science	LeTourneau University external site Longview, Texas	6 graduated with Bachelor’s degree
Computer Science	Los Angeles Harbor College external site Wilmington, California	0 graduated with Less than one year certificate 6 graduated with Associate’s degree
Computer Science	Madera Community College external site Madera, California	6 graduated with Associate’s degree
Computer Science	Marietta College external site Marietta, Ohio	6 graduated with Bachelor’s degree
Computer Science	Mohave Community College external site Kingman, Arizona	6 graduated with Associate’s degree
Computer Science	Mount Mercy University external site Cedar Rapids, Iowa	6 graduated with Bachelor’s degree
Computer Science	New Jersey Institute of Technology external site Newark, New Jersey	4 graduated with Bachelor’s degree 2 graduated with Master’s degree
Computer Science	Northwestern College external site Orange City, Iowa	6 graduated with Bachelor’s degree
Computer Science	Ouachita Baptist University external site Arkadelphia, Arkansas	6 graduated with Bachelor’s degree
Computer Science	Palm Beach Atlantic University external site West Palm Beach, Florida	6 graduated with Bachelor’s degree
Computer Science	Saint Mary's University of Minnesota external site Winona, Minnesota	6 graduated with Bachelor’s degree
Computer Science	Scottsdale Community College external site Scottsdale, Arizona	6 graduated with Associate’s degree
Computer Science	Seminole State College external site Seminole, Oklahoma	6 graduated with Associate’s degree
Computer Science	Southwest Baptist University external site Bolivar, Missouri	6 graduated with Bachelor’s degree
Computer Science	Southwestern Adventist University external site Keene, Texas	0 graduated with Associate’s degree 6 graduated with Bachelor’s degree
Computer Science	Talladega College external site Talladega, Alabama	6 graduated with Bachelor’s degree
Computer Science	Tougaloo College external site Tougaloo, Mississippi	2 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Computer Science	Trevecca Nazarene University external site Nashville, Tennessee	1 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Computer Science	University of Management and Technology external site Arlington, Virginia	1 graduated with Associate’s degree 2 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Science	University of Mount Olive external site Mount Olive, North Carolina	6 graduated with Bachelor’s degree
Computer Science	University of the Virgin Islands external site Charlotte Amalie, Virgin Islands	0 graduated with Less than one year certificate 1 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Computer Science	Washington College external site Chestertown, Maryland	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Westminster College external site New Wilmington, Pennsylvania	6 graduated with Bachelor’s degree
Computer Science	Wisconsin Lutheran College external site Milwaukee, Wisconsin	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	Butler University external site Indianapolis, Indiana	0 graduated with Associate’s degree 6 graduated with Master’s degree
Data Analytics, Other	Central Connecticut State University external site New Britain, Connecticut	6 graduated with Postbaccalaureate certificate
Data Analytics, Other	Marquette University external site Milwaukee, Wisconsin	6 graduated with Master’s degree
Data Analytics, Other	Michigan State University external site East Lansing, Michigan	6 graduated with Postbaccalaureate certificate
Data Analytics, Other	Ohio University-Main Campus external site Athens, Ohio	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 6 graduated with Postbaccalaureate certificate
Data Analytics, Other	Saint Mary's University of Minnesota external site Winona, Minnesota	6 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Boston University external site Boston, Massachusetts	6 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Brandeis University external site Waltham, Massachusetts	6 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Pierce College District external site Lakewood, Washington	2 graduated with Less than one year certificate 4 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	University of North Carolina at Greensboro external site Greensboro, North Carolina	6 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	University of Wisconsin-Madison external site Madison, Wisconsin	6 graduated with Master’s degree
Data Science, General	Arcadia University external site Glenside, Pennsylvania	3 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	Calvin University external site Grand Rapids, Michigan	6 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Science, General	Carroll Community College external site Westminster, Maryland	2 graduated with Less than one year certificate 4 graduated with Associate’s degree
Data Science, General	Clayton State University external site Morrow, Georgia	6 graduated with Master’s degree
Data Science, General	CUNY Borough of Manhattan Community College external site New York, New York	6 graduated with Associate’s degree
Data Science, General	East Tennessee State University external site Johnson City, Tennessee	6 graduated with Master’s degree
Data Science, General	Johns Hopkins University external site Baltimore, Maryland	6 graduated with Postbaccalaureate certificate
Data Science, General	Loras College external site Dubuque, Iowa	2 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Science, General	Madison Area Technical College external site Madison, Wisconsin	6 graduated with Associate’s degree
Data Science, General	Monmouth University external site West Long Branch, New Jersey	6 graduated with Master’s degree
Data Science, General	NewU University external site Washington, District of Columbia	2 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Science, General	Salisbury University external site Salisbury, Maryland	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Seton Hill University external site Greensburg, Pennsylvania	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Slippery Rock University of Pennsylvania external site Slippery Rock, Pennsylvania	1 graduated with Less than one year certificate 5 graduated with Postbaccalaureate certificate
Data Science, General	University at Buffalo external site Buffalo, New York	5 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree 0 graduated with Post-master’s certificate
Data Science, General	University of Kentucky external site Lexington, Kentucky	6 graduated with Master’s degree
Data Science, General	University of St Thomas external site Saint Paul, Minnesota	2 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Science, General	University of Wisconsin-Stevens Point external site Stevens Point, Wisconsin	6 graduated with Master’s degree
Data Science, Other	Meharry Medical College external site Nashville, Tennessee	6 graduated with Master’s degree
Econometrics and Quantitative Economics	California State University-Fullerton external site Fullerton, California	6 graduated with Master’s degree
Econometrics and Quantitative Economics	Eastern Michigan University external site Ypsilanti, Michigan	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Econometrics and Quantitative Economics	Kalamazoo College external site Kalamazoo, Michigan	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Kansas State University external site Manhattan, Kansas	2 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Old Dominion University external site Norfolk, Virginia	6 graduated with Master’s degree
Econometrics and Quantitative Economics	Providence College external site Providence, Rhode Island	6 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Saint Joseph's University - Philadelphia external site Philadelphia, Pennsylvania	6 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Saint Leo University external site Saint Leo, Florida	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	San Diego State University external site San Diego, California	6 graduated with Master’s degree
Econometrics and Quantitative Economics	State University of New York at Plattsburgh external site Plattsburgh, New York	0 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	The University of Tennessee-Knoxville external site Knoxville, Tennessee	3 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Arkansas external site Fayetteville, Arkansas	6 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Cincinnati-Main Campus external site Cincinnati, Ohio	5 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Kentucky external site Lexington, Kentucky	2 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Nevada-Las Vegas external site Las Vegas, Nevada	6 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Nevada-Reno external site Reno, Nevada	4 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Wichita State University external site Wichita, Kansas	6 graduated with Master’s degree
Economics and Computer Science	Drexel University external site Philadelphia, Pennsylvania	4 graduated with Bachelor’s degree 2 graduated with Master’s degree
Financial Analytics	Middle Georgia State University external site Macon, Georgia	1 graduated with Less than one year certificate 5 graduated with Associate’s degree
Financial Analytics	Niagara University external site Niagara University, New York	6 graduated with Master’s degree
Financial Mathematics	Canisius University external site Buffalo, New York	6 graduated with Master’s degree
Financial Mathematics	James Madison University external site Harrisonburg, Virginia	6 graduated with Bachelor’s degree
Financial Mathematics	Temple University external site Philadelphia, Pennsylvania	6 graduated with Master’s degree
Financial Mathematics	University of Missouri-St Louis external site Saint Louis, Missouri	0 graduated with Less than one year certificate 2 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Information Technology	Bryant University external site Smithfield, Rhode Island	6 graduated with Bachelor’s degree
Information Technology	Clovis Community College external site Fresno, California	6 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Technology	College of the Ozarks external site Point Lookout, Missouri	6 graduated with Bachelor’s degree
Information Technology	Colorado Christian University external site Lakewood, Colorado	1 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Information Technology	Eastern Michigan University external site Ypsilanti, Michigan	6 graduated with Bachelor’s degree
Information Technology	Flathead Valley Community College external site Kalispell, Montana	6 graduated with Associate’s degree
Information Technology	Guam Community College external site Mangilao, Guam	6 graduated with Associate’s degree
Information Technology	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	6 graduated with Bachelor’s degree
Information Technology	Laney College external site Oakland, California	6 graduated with Associate’s degree
Information Technology	Lipscomb University external site Nashville, Tennessee	0 graduated with Associate’s degree 6 graduated with Bachelor’s degree
Information Technology	Monroe Community College external site Rochester, New York	6 graduated with Associate’s degree
Information Technology	NHTI-Concord's Community College external site Concord, New Hampshire	0 graduated with Less than 12 weeks certificate 1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Information Technology	Paradise Valley Community College external site Phoenix, Arizona	6 graduated with Associate’s degree
Information Technology	Platt College-Anaheim external site Anaheim, California	6 graduated with Associate’s degree
Information Technology	Plymouth State University external site Plymouth, New Hampshire	6 graduated with Bachelor’s degree
Information Technology	Saint Edward's University external site Austin, Texas	6 graduated with Less than one year certificate
Information Technology	Santa Barbara City College external site Santa Barbara, California	1 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Skyline College external site San Bruno, California	0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	South Mountain Community College external site Phoenix, Arizona	6 graduated with Associate’s degree
Information Technology	Strayer University-Mississippi external site Jackson, Mississippi	5 graduated with Less than one year certificate 1 graduated with Bachelor’s degree
Information Technology	Winston-Salem State University external site Winston-Salem, North Carolina	6 graduated with Bachelor’s degree
Management Science	Chandler-Gilbert Community College external site Chandler, Arizona	2 graduated with Less than one year certificate 4 graduated with Associate’s degree
Management Science	Inver Hills Community College external site Inver Grove Heights, Minnesota	6 graduated with Less than one year certificate
Management Science	Johnson & Wales University-Providence external site Providence, Rhode Island	6 graduated with Master’s degree
Management Science	MidAmerica Nazarene University external site Olathe, Kansas	0 graduated with Less than one year certificate 6 graduated with Postbaccalaureate certificate
Management Science	Murray State College external site Tishomingo, Oklahoma	1 graduated with Less than one year certificate 5 graduated with Associate’s degree
Management Science	University of Montevallo external site Montevallo, Alabama	6 graduated with Bachelor’s degree
Mathematical Statistics and Probability	Wayne State University external site Detroit, Michigan	6 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics and Computer Science	Hofstra University external site Hempstead, New York	6 graduated with Master’s degree
Mathematics and Computer Science	Mercyhurst University external site Erie, Pennsylvania	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Mathematics and Computer Science	Reed College external site Portland, Oregon	6 graduated with Bachelor’s degree
Mathematics and Statistics	Graceland University-Lamoni external site Lamoni, Iowa	0 graduated with Less than one year certificate 3 graduated with Bachelor’s degree 3 graduated with Master’s degree
Mathematics and Statistics	Stephen F Austin State University external site Nacogdoches, Texas	6 graduated with Master’s degree
Mathematics, General	Aquinas College external site Grand Rapids, Michigan	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Augusta University external site Augusta, Georgia	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Biola University external site La Mirada, California	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Butler University external site Indianapolis, Indiana	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	California Lutheran University external site Thousand Oaks, California	6 graduated with Bachelor’s degree
Mathematics, General	Central Methodist University-College of Liberal Arts and Sciences external site Fayette, Missouri	0 graduated with Associate’s degree 5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Central Texas College external site Killeen, Texas	6 graduated with Associate’s degree
Mathematics, General	Columbia College external site Sonora, California	6 graduated with Associate’s degree
Mathematics, General	Community College of Aurora external site Aurora, Colorado	6 graduated with Associate’s degree
Mathematics, General	Dallas Baptist University external site Dallas, Texas	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Dine College external site Tsaile, Arizona	6 graduated with Associate’s degree
Mathematics, General	Drew University external site Madison, New Jersey	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	East Stroudsburg University of Pennsylvania external site East Stroudsburg, Pennsylvania	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Eastern Illinois University external site Charleston, Illinois	6 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	Elmhurst University external site Elmhurst, Illinois	2 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Felician University external site Lodi, New Jersey	3 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Graceland University-Lamoni external site Lamoni, Iowa	1 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Harris-Stowe State University external site Saint Louis, Missouri	6 graduated with Bachelor’s degree
Mathematics, General	Indiana University-Northwest external site Gary, Indiana	0 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Mathematics, General	Jefferson Community College external site Watertown, New York	6 graduated with Associate’s degree
Mathematics, General	Loras College external site Dubuque, Iowa	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Messiah University external site Mechanicsburg, Pennsylvania	6 graduated with Bachelor’s degree
Mathematics, General	Monroe Community College external site Rochester, New York	0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Mathematics, General	North Carolina Wesleyan University external site Rocky Mount, North Carolina	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Northern Wyoming Community College District external site Sheridan, Wyoming	6 graduated with Associate’s degree
Mathematics, General	Ohio Northern University external site Ada, Ohio	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Ohio Wesleyan University external site Delaware, Ohio	3 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Phoenix College external site Phoenix, Arizona	6 graduated with Associate’s degree
Mathematics, General	Point Loma Nazarene University external site San Diego, California	6 graduated with Bachelor’s degree
Mathematics, General	Quinnipiac University external site Hamden, Connecticut	6 graduated with Bachelor’s degree
Mathematics, General	Saint Mary's College external site Notre Dame, Indiana	6 graduated with Bachelor’s degree
Mathematics, General	Saint Xavier University external site Chicago, Illinois	1 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	Salve Regina University external site Newport, Rhode Island	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Scripps College external site Claremont, California	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Seton Hill University external site Greensburg, Pennsylvania	6 graduated with Bachelor’s degree
Mathematics, General	Southern Adventist University external site Collegedale, Tennessee	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Mathematics, General	SUNY Buffalo State University external site Buffalo, New York	6 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	The University of Texas at Tyler external site Tyler, Texas	5 graduated with Bachelor’s degree 1 graduated with Master’s degree
Mathematics, General	Tuskegee University external site Tuskegee, Alabama	6 graduated with Bachelor’s degree
Mathematics, General	Tyler Junior College external site Tyler, Texas	6 graduated with Associate’s degree
Mathematics, General	University of Alaska Anchorage external site Anchorage, Alaska	6 graduated with Bachelor’s degree
Mathematics, General	University of Evansville external site Evansville, Indiana	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Maine at Farmington external site Farmington, Maine	1 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Portland external site Portland, Oregon	2 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Puerto Rico-Rio Piedras external site San Juan, Puerto Rico	0 graduated with Bachelor’s degree 3 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics, General	University of Puget Sound external site Tacoma, Washington	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Saint Joseph external site West Hartford, Connecticut	6 graduated with Bachelor’s degree
Mathematics, General	University of San Francisco external site San Francisco, California	6 graduated with Bachelor’s degree
Mathematics, General	Warren Wilson College external site Swannanoa, North Carolina	6 graduated with Bachelor’s degree
Mathematics, General	Westmont College external site Santa Barbara, California	3 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Wittenberg University external site Springfield, Ohio	3 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Modeling, Virtual Environments and Simulation	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	6 graduated with Post-master’s certificate
Statistics, General	Azusa Pacific University external site Azusa, California	6 graduated with Master’s degree
Statistics, General	Colby College external site Waterville, Maine	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Statistics, General	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	6 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Statistics, General	New Mexico State University-Main Campus external site Las Cruces, New Mexico	6 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Statistics, General	Portland State University external site Portland, Oregon	0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Statistics, General	Truman State University external site Kirksville, Missouri	6 graduated with Bachelor’s degree
Statistics, General	University of Alaska Fairbanks external site Fairbanks, Alaska	2 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Statistics, General	University of Oklahoma-Norman Campus external site Norman, Oklahoma	6 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Applied Mathematics, General	Baldwin Wallace University external site Berea, Ohio	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Baylor University external site Waco, Texas	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Indiana University of Pennsylvania external site Indiana, Pennsylvania	5 graduated with Master’s degree
Applied Mathematics, General	Indiana University-South Bend external site South Bend, Indiana	5 graduated with Bachelor’s degree
Applied Mathematics, General	Iowa State University external site Ames, Iowa	1 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Loyola University Chicago external site Chicago, Illinois	5 graduated with Bachelor’s degree
Applied Mathematics, General	Michigan State University external site East Lansing, Michigan	3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Mississippi State University external site Mississippi State, Mississippi	5 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	North Carolina A & T State University external site Greensboro, North Carolina	5 graduated with Master’s degree
Applied Mathematics, General	Pennsylvania State University-Penn State Harrisburg external site Middletown, Pennsylvania	5 graduated with Bachelor’s degree
Applied Mathematics, General	Rockhurst University external site Kansas City, Missouri	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Stevens Institute of Technology external site Hoboken, New Jersey	5 graduated with Master’s degree
Applied Mathematics, General	University of Central Oklahoma external site Edmond, Oklahoma	4 graduated with Bachelor’s degree 1 graduated with Master’s degree
Artificial Intelligence	DigiPen Institute of Technology external site Redmond, Washington	5 graduated with Bachelor’s degree
Artificial Intelligence	Harvard University external site Cambridge, Massachusetts	1 graduated with Bachelor’s degree 4 graduated with Postbaccalaureate certificate
Artificial Intelligence	Indiana University-Bloomington external site Bloomington, Indiana	4 graduated with Bachelor’s degree 1 graduated with Master’s degree
Artificial Intelligence	Strayer University-North Carolina external site Greensboro, North Carolina	1 graduated with Less than one year certificate 4 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Miami external site Coral Gables, Florida	5 graduated with Bachelor’s degree
Bioinformatics	Drexel University external site Philadelphia, Pennsylvania	0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Bioinformatics	Oregon Health & Science University external site Portland, Oregon	3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University at Buffalo external site Buffalo, New York	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 0 graduated with Post-master’s certificate
Bioinformatics	University of Alabama at Birmingham external site Birmingham, Alabama	5 graduated with Bachelor’s degree
Bioinformatics	University of Idaho external site Moscow, Idaho	0 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of New Haven external site West Haven, Connecticut	5 graduated with Postbaccalaureate certificate
Bioinformatics	Utah Tech University external site Saint George, Utah	2 graduated with Less than one year certificate 3 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	University of Maryland-College Park external site College Park, Maryland	5 graduated with Master’s degree
Business Analytics	Alfred University external site Alfred, New York	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Business Analytics	Eastern Mennonite University external site Harrisonburg, Virginia	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Business Analytics	Grand View University external site Des Moines, Iowa	5 graduated with Bachelor’s degree
Business Analytics	Minnesota State University Moorhead external site Moorhead, Minnesota	5 graduated with Bachelor’s degree 0 graduated with Master’s degree
Business Analytics	Quincy University external site Quincy, Illinois	5 graduated with Bachelor’s degree
Business Analytics	The University of Alabama external site Tuscaloosa, Alabama	0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Business Analytics	Touro University Worldwide external site Los Alamitos, California	5 graduated with Master’s degree
Business Analytics	Valparaiso University external site Valparaiso, Indiana	5 graduated with Master’s degree
Business Statistics	Clarkson University external site Potsdam, New York	5 graduated with Master’s degree
Business Statistics	College of Western Idaho external site Nampa, Idaho	5 graduated with Less than one year certificate
Business Statistics	Heartland Community College external site Normal, Illinois	5 graduated with Less than 12 weeks certificate
Business Statistics	Oregon State University external site Corvallis, Oregon	5 graduated with Postbaccalaureate certificate
Computational Biology	Albert Einstein College of Medicine external site Bronx, New York	3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computational Biology	Colby College external site Waterville, Maine	5 graduated with Bachelor’s degree
Computational Mathematics	Simmons University external site Boston, Massachusetts	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computational Science	Duquesne University external site Pittsburgh, Pennsylvania	5 graduated with Bachelor’s degree
Computational Science	Indiana University-East external site Richmond, Indiana	5 graduated with Bachelor’s degree
Computational Science	Utah State University external site Logan, Utah	2 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Computer Science	Baker University external site Baldwin City, Kansas	5 graduated with Bachelor’s degree
Computer Science	Barstow Community College external site Barstow, California	5 graduated with Associate’s degree
Computer Science	Carroll College external site Helena, Montana	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	College of Charleston external site Charleston, South Carolina	0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Computer Science	Concordia University-Wisconsin external site Mequon, Wisconsin	5 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Culver-Stockton College external site Canton, Missouri	5 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computer Science	Eastern Mennonite University external site Harrisonburg, Virginia	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Felician University external site Lodi, New Jersey	5 graduated with Master’s degree
Computer Science	Florida Memorial University external site Miami Gardens, Florida	5 graduated with Bachelor’s degree
Computer Science	Freed-Hardeman University external site Henderson, Tennessee	5 graduated with Bachelor’s degree
Computer Science	GateWay Community College external site Phoenix, Arizona	5 graduated with Associate’s degree
Computer Science	Glen Oaks Community College external site Centreville, Michigan	5 graduated with Associate’s degree
Computer Science	Hampden-Sydney College external site Hampden-Sydney, Virginia	5 graduated with Bachelor’s degree
Computer Science	Herkimer County Community College external site Herkimer, New York	5 graduated with Associate’s degree
Computer Science	Illinois College external site Jacksonville, Illinois	5 graduated with Bachelor’s degree
Computer Science	Keystone College external site La Plume, Pennsylvania	5 graduated with Bachelor’s degree
Computer Science	Madonna University external site Livonia, Michigan	1 graduated with Less than one year certificate 0 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Computer Science	Manchester Community College external site Manchester, New Hampshire	5 graduated with Associate’s degree
Computer Science	Marywood University external site Scranton, Pennsylvania	5 graduated with Bachelor’s degree
Computer Science	McKendree University external site Lebanon, Illinois	5 graduated with Bachelor’s degree
Computer Science	Napa Valley College external site Napa, California	5 graduated with Associate’s degree
Computer Science	Northwood University external site Midland, Michigan	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Ottawa University-Ottawa external site Ottawa, Kansas	4 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	Pennsylvania State University-Penn State Hazleton external site Hazleton, Pennsylvania	5 graduated with Bachelor’s degree
Computer Science	Rio Salado College external site Tempe, Arizona	5 graduated with Associate’s degree
Computer Science	Salem Community College external site Carneys Point, New Jersey	5 graduated with Associate’s degree
Computer Science	San Bernardino Valley College external site San Bernardino, California	0 graduated with Less than one year certificate 5 graduated with Associate’s degree
Computer Science	South Plains College external site Levelland, Texas	5 graduated with Associate’s degree
Computer Science	Southern California Institute of Technology external site Anaheim, California	5 graduated with Bachelor’s degree
Computer Science	The University of Texas Permian Basin external site Odessa, Texas	5 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Computer Science	Universidad Ana G. Mendez-Cupey Campus external site San Juan, Puerto Rico	2 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Science	University of Arkansas Community College Rich Mountain external site Mena, Arkansas	5 graduated with Associate’s degree
Computer Science	University of Sioux Falls external site Sioux Falls, South Dakota	5 graduated with Bachelor’s degree
Computer Science	Valley Forge Military College external site Wayne, Pennsylvania	5 graduated with Associate’s degree
Computer Science	West Virginia University at Parkersburg external site Parkersburg, West Virginia	5 graduated with Associate’s degree
Data Analytics, General	CUNY New York City College of Technology external site Brooklyn, New York	5 graduated with Bachelor’s degree
Data Analytics, General	Loras College external site Dubuque, Iowa	5 graduated with Master’s degree
Data Analytics, General	Malone University external site Canton, Ohio	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	MGH Institute of Health Professions external site Boston, Massachusetts	5 graduated with Master’s degree
Data Analytics, General	Saint Edward's University external site Austin, Texas	5 graduated with Less than one year certificate
Data Analytics, General	University of New England external site Biddeford, Maine	5 graduated with Postbaccalaureate certificate
Data Analytics, General	Wentworth Institute of Technology external site Boston, Massachusetts	5 graduated with Less than one year certificate
Data Analytics, General	Widener University external site Chester, Pennsylvania	5 graduated with Master’s degree
Data Analytics, Other	Columbia University in the City of New York external site New York, New York	5 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Laramie County Community College external site Cheyenne, Wyoming	0 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Minnesota State University-Mankato external site Mankato, Minnesota	4 graduated with Less than one year certificate 1 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Northwest Missouri State University external site Maryville, Missouri	5 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Quinsigamond Community College external site Worcester, Massachusetts	5 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	University of Utah external site Salt Lake City, Utah	5 graduated with Postbaccalaureate certificate
Data Science, General	Centre College external site Danville, Kentucky	2 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	Eastern Michigan University external site Ypsilanti, Michigan	5 graduated with Bachelor’s degree
Data Science, General	Elizabethtown College external site Elizabethtown, Pennsylvania	0 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Harding University external site Searcy, Arkansas	5 graduated with Bachelor’s degree
Data Science, General	Marymount University external site Arlington, Virginia	5 graduated with Postbaccalaureate certificate
Data Science, General	Mount St. Mary's University external site Emmitsburg, Maryland	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Roanoke College external site Salem, Virginia	5 graduated with Bachelor’s degree
Data Science, General	Saint Mary's College external site Notre Dame, Indiana	5 graduated with Master’s degree
Data Science, General	Saint Vincent College external site Latrobe, Pennsylvania	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Southern Connecticut State University external site New Haven, Connecticut	5 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Data Science, General	University of Georgia external site Athens, Georgia	5 graduated with Less than one year certificate
Data Science, General	Warren Wilson College external site Swannanoa, North Carolina	1 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Albion College external site Albion, Michigan	2 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Calvin University external site Grand Rapids, Michigan	5 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Drake University external site Des Moines, Iowa	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Idaho State University external site Pocatello, Idaho	2 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Missouri University of Science and Technology external site Rolla, Missouri	1 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 0 graduated with Master’s degree
Econometrics and Quantitative Economics	Northern Illinois University external site Dekalb, Illinois	2 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Tennessee Technological University external site Cookeville, Tennessee	5 graduated with Bachelor’s degree
Financial Analytics	University of St Thomas external site Saint Paul, Minnesota	5 graduated with Two but less than 4 years certificate
Financial Mathematics	Marquette University external site Milwaukee, Wisconsin	5 graduated with Master’s degree
Financial Mathematics	University of Houston-Clear Lake external site Houston, Texas	5 graduated with Master’s degree
Information Technology	Carroll University external site Waukesha, Wisconsin	5 graduated with Bachelor’s degree
Information Technology	Cayuga County Community College external site Auburn, New York	5 graduated with Associate’s degree
Information Technology	Emerald Coast Technical College external site DeFuniak Springs, Florida	5 graduated with Less than one year certificate
Information Technology	Florida Panhandle Technical College external site Chipley, Florida	5 graduated with Less than one year certificate
Information Technology	Glendale Community College external site Glendale, California	5 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Holyoke Community College external site Holyoke, Massachusetts	5 graduated with Associate’s degree
Information Technology	Illinois Eastern Community Colleges external site Olney, Illinois	1 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Keystone College external site La Plume, Pennsylvania	5 graduated with Bachelor’s degree
Information Technology	Los Angeles Harbor College external site Wilmington, California	1 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Metropolitan College of New York external site New York, New York	5 graduated with Associate’s degree
Information Technology	Montgomery Community College external site Troy, North Carolina	5 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	New River Community and Technical College external site Beaver, West Virginia	5 graduated with Associate’s degree
Information Technology	Palo Verde College external site Blythe, California	2 graduated with Less than one year certificate 3 graduated with Associate’s degree
Information Technology	Scottsdale Community College external site Scottsdale, Arizona	5 graduated with Associate’s degree
Information Technology	Shawnee Community College external site Ullin, Illinois	5 graduated with Associate’s degree
Information Technology	Sullivan University external site Louisville, Kentucky	5 graduated with Bachelor’s degree
Information Technology	SUNY College of Agriculture and Technology at Cobleskill external site Cobleskill, New York	5 graduated with Bachelor’s degree
Information Technology	SUNY Morrisville external site Morrisville, New York	5 graduated with Bachelor’s degree
Information Technology	The University of Texas Rio Grande Valley external site Edinburg, Texas	5 graduated with Master’s degree
Information Technology	United Tribes Technical College external site Bismarck, North Dakota	5 graduated with Associate’s degree
Information Technology	University of Jamestown external site Jamestown, North Dakota	1 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Information Technology	Western Illinois University external site Macomb, Illinois	5 graduated with Bachelor’s degree
Linguistics and Computer Science	University of North Texas external site Denton, Texas	5 graduated with Master’s degree
Management Science	Golden Gate University external site San Francisco, California	3 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Management Science	Howard Community College external site Columbia, Maryland	5 graduated with Less than one year certificate
Management Science	Newman University external site Wichita, Kansas	5 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Management Science	Northeastern State University external site Tahlequah, Oklahoma	5 graduated with Master’s degree
Management Science	Spring Hill College external site Mobile, Alabama	1 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Management Science	University of Nebraska-Lincoln external site Lincoln, Nebraska	1 graduated with Postbaccalaureate certificate 4 graduated with Doctor’s degree – research/scholarship
Management Science	University of Nevada-Las Vegas external site Las Vegas, Nevada	5 graduated with Master’s degree
Management Science	University of North Alabama external site Florence, Alabama	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Management Science	William Peace University external site Raleigh, North Carolina	5 graduated with Bachelor’s degree
Mathematical Biology	University of Idaho external site Moscow, Idaho	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematical Statistics and Probability	Wake Forest University external site Winston-Salem, North Carolina	2 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics and Computer Science	San Jose State University external site San Jose, California	5 graduated with Master’s degree
Mathematics and Computer Science	The University of Tampa external site Tampa, Florida	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics and Statistics	University of Notre Dame external site Notre Dame, Indiana	2 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics and Statistics, Other	Rutgers University-Newark external site Newark, New Jersey	5 graduated with Doctor’s degree – research/scholarship
Mathematics and Statistics, Other	Saint Mary's College external site Notre Dame, Indiana	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Statistics, Other	The University of Montana external site Missoula, Montana	5 graduated with Master’s degree
Mathematics and Statistics, Other	Virginia Commonwealth University external site Richmond, Virginia	5 graduated with Doctor’s degree – research/scholarship
Mathematics and Statistics, Other	Worcester Polytechnic Institute external site Worcester, Massachusetts	5 graduated with Bachelor’s degree
Mathematics, General	Abilene Christian University external site Abilene, Texas	5 graduated with Bachelor’s degree
Mathematics, General	Alabama A & M University external site Normal, Alabama	5 graduated with Bachelor’s degree
Mathematics, General	Alabama State University external site Montgomery, Alabama	5 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	Alvin Community College external site Alvin, Texas	5 graduated with Associate’s degree
Mathematics, General	Atlantic Cape Community College external site Mays Landing, New Jersey	5 graduated with Associate’s degree
Mathematics, General	Ave Maria University external site Ave Maria, Florida	5 graduated with Bachelor’s degree
Mathematics, General	Baldwin Wallace University external site Berea, Ohio	5 graduated with Bachelor’s degree
Mathematics, General	Bennington College external site Bennington, Vermont	1 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Mathematics, General	Bluffton University external site Bluffton, Ohio	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Bob Jones University external site Greenville, South Carolina	5 graduated with Bachelor’s degree
Mathematics, General	Brevard College external site Brevard, North Carolina	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Carroll University external site Waukesha, Wisconsin	5 graduated with Bachelor’s degree
Mathematics, General	Carson-Newman University external site Jefferson City, Tennessee	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	Casper College external site Casper, Wyoming	5 graduated with Associate’s degree
Mathematics, General	Cedarville University external site Cedarville, Ohio	5 graduated with Bachelor’s degree
Mathematics, General	College of Southern Idaho external site Twin Falls, Idaho	5 graduated with Associate’s degree
Mathematics, General	Community College of Philadelphia external site Philadelphia, Pennsylvania	5 graduated with Associate’s degree
Mathematics, General	Concordia University-Wisconsin external site Mequon, Wisconsin	5 graduated with Bachelor’s degree
Mathematics, General	Corban University external site Salem, Oregon	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Dalton State College external site Dalton, Georgia	5 graduated with Bachelor’s degree
Mathematics, General	Doane University external site Crete, Nebraska	5 graduated with Bachelor’s degree
Mathematics, General	Eastern Kentucky University external site Richmond, Kentucky	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Eastern New Mexico University-Main Campus external site Portales, New Mexico	5 graduated with Bachelor’s degree
Mathematics, General	Elizabethtown College external site Elizabethtown, Pennsylvania	5 graduated with Bachelor’s degree
Mathematics, General	Elon University external site Elon, North Carolina	5 graduated with Bachelor’s degree
Mathematics, General	Erskine College external site Due West, South Carolina	5 graduated with Bachelor’s degree
Mathematics, General	Fayetteville State University external site Fayetteville, North Carolina	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Fitchburg State University external site Fitchburg, Massachusetts	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Flagler College external site Saint Augustine, Florida	5 graduated with Bachelor’s degree
Mathematics, General	Francis Marion University external site Florence, South Carolina	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Georgia Gwinnett College external site Lawrenceville, Georgia	5 graduated with Bachelor’s degree
Mathematics, General	Georgia Military College external site Milledgeville, Georgia	5 graduated with Associate’s degree
Mathematics, General	Hendrix College external site Conway, Arkansas	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Hollins University external site Roanoke, Virginia	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Hood College external site Frederick, Maryland	5 graduated with Bachelor’s degree
Mathematics, General	Huntington University external site Huntington, Indiana	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Jackson State University external site Jackson, Mississippi	4 graduated with Bachelor’s degree 1 graduated with Master’s degree
Mathematics, General	King University external site Bristol, Tennessee	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Kutztown University of Pennsylvania external site Kutztown, Pennsylvania	5 graduated with Bachelor’s degree
Mathematics, General	Lake Forest College external site Lake Forest, Illinois	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Lake Tahoe Community College external site South Lake Tahoe, California	5 graduated with Associate’s degree
Mathematics, General	Lander University external site Greenwood, South Carolina	5 graduated with Bachelor’s degree
Mathematics, General	Le Moyne College external site Syracuse, New York	5 graduated with Bachelor’s degree
Mathematics, General	Lee University external site Cleveland, Tennessee	5 graduated with Bachelor’s degree
Mathematics, General	Long Island University external site Brookville, New York	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	Loyola Marymount University external site Los Angeles, California	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Mathematics, General	Luther College external site Decorah, Iowa	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Macomb Community College external site Warren, Michigan	5 graduated with Associate’s degree
Mathematics, General	Massasoit Community College external site Brockton, Massachusetts	5 graduated with Associate’s degree
Mathematics, General	Mayville State University external site Mayville, North Dakota	5 graduated with Bachelor’s degree
Mathematics, General	McDaniel College external site Westminster, Maryland	5 graduated with Bachelor’s degree
Mathematics, General	McKendree University external site Lebanon, Illinois	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Mendocino College external site Ukiah, California	5 graduated with Associate’s degree
Mathematics, General	MidAmerica Nazarene University external site Olathe, Kansas	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Missouri Southern State University external site Joplin, Missouri	2 graduated with One but less than two years certificate 3 graduated with Bachelor’s degree
Mathematics, General	Montgomery County Community College external site Blue Bell, Pennsylvania	5 graduated with Associate’s degree
Mathematics, General	Muhlenberg College external site Allentown, Pennsylvania	0 graduated with One but less than two years certificate 5 graduated with Bachelor’s degree
Mathematics, General	Newberry College external site Newberry, South Carolina	5 graduated with Bachelor’s degree
Mathematics, General	North Central College external site Naperville, Illinois	5 graduated with Bachelor’s degree
Mathematics, General	Northwest College external site Powell, Wyoming	5 graduated with Associate’s degree
Mathematics, General	Norwich University external site Northfield, Vermont	5 graduated with Bachelor’s degree
Mathematics, General	Oklahoma City Community College external site Oklahoma City, Oklahoma	5 graduated with Associate’s degree
Mathematics, General	Oral Roberts University external site Tulsa, Oklahoma	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Pacific University external site Forest Grove, Oregon	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Paradise Valley Community College external site Phoenix, Arizona	5 graduated with Associate’s degree
Mathematics, General	Plymouth State University external site Plymouth, New Hampshire	5 graduated with Bachelor’s degree
Mathematics, General	Regis University external site Denver, Colorado	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Ripon College external site Ripon, Wisconsin	5 graduated with Bachelor’s degree
Mathematics, General	Roosevelt University external site Chicago, Illinois	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Mathematics, General	Rowan College of South Jersey-Gloucester Campus external site Sewell, New Jersey	5 graduated with Associate’s degree
Mathematics, General	Saint Mary's College of California external site Moraga, California	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Saint Mary-of-the-Woods College external site Saint Mary of the Woods, Indiana	5 graduated with Bachelor’s degree
Mathematics, General	Saint Peter's University external site Jersey City, New Jersey	5 graduated with Bachelor’s degree
Mathematics, General	San Juan College external site Farmington, New Mexico	5 graduated with Associate’s degree
Mathematics, General	Seton Hall University external site South Orange, New Jersey	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Simon's Rock at Bard College external site Barrytown, New York	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Sinclair Community College external site Dayton, Ohio	5 graduated with Associate’s degree
Mathematics, General	Southern Oregon University external site Ashland, Oregon	5 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	St. John Fisher University external site Rochester, New York	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	St. Joseph's University-New York external site Brooklyn, New York	5 graduated with Bachelor’s degree
Mathematics, General	State University of New York at Oswego external site Oswego, New York	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	Trine University external site Angola, Indiana	1 graduated with Associate’s degree 2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	UCNJ Union College of Union County, New Jersey external site Cranford, New Jersey	5 graduated with Associate’s degree
Mathematics, General	Union University external site Jackson, Tennessee	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Arkansas-Fort Smith external site Fort Smith, Arkansas	5 graduated with Bachelor’s degree
Mathematics, General	University of Dayton external site Dayton, Ohio	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Michigan-Dearborn external site Dearborn, Michigan	5 graduated with Bachelor’s degree
Mathematics, General	University of Michigan-Flint external site Flint, Michigan	5 graduated with Bachelor’s degree
Mathematics, General	University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	2 graduated with Bachelor’s degree 3 graduated with Master’s degree
Mathematics, General	University of Rio Grande external site Rio Grande, Ohio	1 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Mathematics, General	University of Wisconsin-Parkside external site Kenosha, Wisconsin	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Virginia Wesleyan University external site Virginia Beach, Virginia	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Wisconsin Lutheran College external site Milwaukee, Wisconsin	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Xavier University external site Cincinnati, Ohio	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Young Harris College external site Young Harris, Georgia	5 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Butler Community College external site El Dorado, Kansas	0 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	Husson University external site Bangor, Maine	2 graduated with Less than one year certificate 3 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Advancing Technology external site Tempe, Arizona	4 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Statistics, General	Arkansas State University external site Jonesboro, Arkansas	2 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Statistics, General	Eastern Kentucky University external site Richmond, Kentucky	5 graduated with Bachelor’s degree
Statistics, General	Saint Michael's College external site Colchester, Vermont	5 graduated with Bachelor’s degree
Statistics, General	University of Rhode Island external site Kingston, Rhode Island	5 graduated with Master’s degree
Statistics, General	Wright State University-Main Campus external site Dayton, Ohio	1 graduated with Bachelor’s degree 4 graduated with Master’s degree
Applied Mathematics, General	Air Force Institute of Technology-Graduate School of Engineering & Management external site Wright-Patterson AFB, Ohio	3 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Bethel University external site Mishawaka, Indiana	4 graduated with Bachelor’s degree
Applied Mathematics, General	Clarkson University external site Potsdam, New York	4 graduated with Bachelor’s degree
Applied Mathematics, General	CUNY New York City College of Technology external site Brooklyn, New York	4 graduated with Bachelor’s degree
Applied Mathematics, General	Franklin College external site Franklin, Indiana	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Grand View University external site Des Moines, Iowa	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Lipscomb University external site Nashville, Tennessee	0 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Loyola Marymount University external site Los Angeles, California	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Millsaps College external site Jackson, Mississippi	4 graduated with Bachelor’s degree
Applied Mathematics, General	New Jersey Institute of Technology external site Newark, New Jersey	4 graduated with Master’s degree
Applied Mathematics, General	SUNY Buffalo State University external site Buffalo, New York	3 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Applied Mathematics, General	SUNY College at Geneseo external site Geneseo, New York	4 graduated with Bachelor’s degree
Applied Mathematics, General	University of Arkansas at Little Rock external site Little Rock, Arkansas	4 graduated with Master’s degree
Applied Mathematics, General	University of Colorado Colorado Springs external site Colorado Springs, Colorado	0 graduated with Bachelor’s degree 4 graduated with Master’s degree
Applied Mathematics, General	University of Houston external site Houston, Texas	4 graduated with Master’s degree
Applied Mathematics, General	University of Michigan-Dearborn external site Dearborn, Michigan	4 graduated with Master’s degree
Applied Mathematics, General	University of Saint Mary external site Leavenworth, Kansas	4 graduated with Bachelor’s degree
Applied Mathematics, General	University of South Carolina Aiken external site Aiken, South Carolina	4 graduated with Bachelor’s degree
Applied Mathematics, Other	Whitworth University external site Spokane, Washington	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Statistics, General	Harvard University external site Cambridge, Massachusetts	4 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	Northern Arizona University external site Flagstaff, Arizona	4 graduated with Postbaccalaureate certificate
Applied Statistics, General	University of Houston-Downtown external site Houston, Texas	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Statistics, General	University of Oklahoma-Norman Campus external site Norman, Oklahoma	4 graduated with Master’s degree
Artificial Intelligence	Estrella Mountain Community College external site Avondale, Arizona	2 graduated with Less than one year certificate 2 graduated with Associate’s degree
Artificial Intelligence	Strayer University-Maryland external site Baltimore, Maryland	1 graduated with Less than one year certificate 3 graduated with Postbaccalaureate certificate
Artificial Intelligence	Texas A&M University-College Station external site College Station, Texas	4 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of South Alabama external site Mobile, Alabama	4 graduated with Less than one year certificate
Artificial Intelligence	Western Governors University external site Salt Lake City, Utah	4 graduated with Master’s degree
Bioinformatics	Bowie State University external site Bowie, Maryland	4 graduated with Bachelor’s degree
Bioinformatics	Endicott College external site Beverly, Massachusetts	4 graduated with Master’s degree
Bioinformatics	San Jose State University external site San Jose, California	4 graduated with Master’s degree
Bioinformatics	University of Connecticut external site Storrs, Connecticut	4 graduated with Postbaccalaureate certificate
Bioinformatics	University of Toledo external site Toledo, Ohio	2 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	4 graduated with Doctor’s degree – research/scholarship
Biomathematics, Bioinformatics, and Computational Biology, Other	Minot State University external site Minot, North Dakota	4 graduated with Bachelor’s degree
Business Analytics	Amberton University external site Garland, Texas	4 graduated with Master’s degree
Business Analytics	Caldwell University external site Caldwell, New Jersey	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Business Analytics	Ferris State University external site Big Rapids, Michigan	4 graduated with Bachelor’s degree
Business Analytics	Oral Roberts University external site Tulsa, Oklahoma	4 graduated with Bachelor’s degree
Business Analytics	Tulane University of Louisiana external site New Orleans, Louisiana	0 graduated with Master’s degree 4 graduated with Master’s degree (second major)
Business Analytics	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	0 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Business Statistics	Arizona State University Campus Immersion external site Tempe, Arizona	4 graduated with Bachelor’s degree
Business Statistics	Northeastern University Professional Programs external site Boston, Massachusetts	4 graduated with Master’s degree
Business Statistics	SUNY College at Geneseo external site Geneseo, New York	4 graduated with Bachelor’s degree
Business Statistics	Texas Lutheran University external site Seguin, Texas	4 graduated with Master’s degree
Computational and Applied Mathematics	Saint Michael's College external site Colchester, Vermont	4 graduated with Bachelor’s degree
Computational and Applied Mathematics	Shepherd University external site Shepherdstown, West Virginia	4 graduated with Bachelor’s degree
Computational and Applied Mathematics	Siena University external site Loudonville, New York	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computational and Applied Mathematics	St. John's University-New York external site Queens, New York	4 graduated with Master’s degree
Computational Biology	Cornell University external site Ithaca, New York	4 graduated with Doctor’s degree – research/scholarship
Computational Biology	St. John's University-New York external site Queens, New York	4 graduated with Master’s degree
Computational Biology	University of Delaware external site Newark, Delaware	4 graduated with Bachelor’s degree
Computational Science	Creighton University external site Omaha, Nebraska	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computational Science	Indiana University-Southeast external site New Albany, Indiana	4 graduated with Bachelor’s degree
Computational Science	Naval Postgraduate School external site Monterey, California	4 graduated with Postbaccalaureate certificate
Computational Science	Rice University external site Houston, Texas	4 graduated with Master’s degree
Computational Science	University of California-Riverside external site Riverside, California	4 graduated with Master’s degree
Computational Science	University of New England external site Biddeford, Maine	4 graduated with Bachelor’s degree
Computer Science	Aims Community College external site Greeley, Colorado	4 graduated with Less than one year certificate
Computer Science	Aria University external site Milpitas, California	4 graduated with Master’s degree
Computer Science	Belhaven University external site Jackson, Mississippi	4 graduated with Bachelor’s degree
Computer Science	Bethany College external site Bethany, West Virginia	4 graduated with Bachelor’s degree
Computer Science	Bethany Lutheran College external site Mankato, Minnesota	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Briar Cliff University external site Sioux City, Iowa	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Carl Albert State College external site Poteau, Oklahoma	4 graduated with Associate’s degree
Computer Science	Concordia University-Nebraska external site Seward, Nebraska	4 graduated with Bachelor’s degree
Computer Science	Converse University external site Spartanburg, South Carolina	4 graduated with Bachelor’s degree
Computer Science	Coppin State University external site Baltimore, Maryland	4 graduated with Bachelor’s degree
Computer Science	Eastern University external site Saint Davids, Pennsylvania	4 graduated with Bachelor’s degree
Computer Science	Faulkner University external site Montgomery, Alabama	4 graduated with Bachelor’s degree
Computer Science	Gratz College external site Jenkintown, Pennsylvania	4 graduated with Bachelor’s degree
Computer Science	La Sierra University external site Riverside, California	4 graduated with Bachelor’s degree
Computer Science	Lane College external site Jackson, Tennessee	4 graduated with Bachelor’s degree
Computer Science	Lincoln Memorial University external site Harrogate, Tennessee	4 graduated with Bachelor’s degree
Computer Science	Lyon College external site Batesville, Arkansas	4 graduated with Bachelor’s degree
Computer Science	Malone University external site Canton, Ohio	4 graduated with Bachelor’s degree
Computer Science	Methodist University external site Fayetteville, North Carolina	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	MidAmerica Nazarene University external site Olathe, Kansas	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Midway University external site Midway, Kentucky	4 graduated with Bachelor’s degree
Computer Science	Millikin University external site Decatur, Illinois	4 graduated with Bachelor’s degree
Computer Science	Monmouth College external site Monmouth, Illinois	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Monroe County Community College external site Monroe, Michigan	4 graduated with Associate’s degree
Computer Science	Mount Wachusett Community College external site Gardner, Massachusetts	4 graduated with Associate’s degree
Computer Science	Murray State College external site Tishomingo, Oklahoma	4 graduated with Associate’s degree
Computer Science	Northeast Community College external site Norfolk, Nebraska	4 graduated with Associate’s degree
Computer Science	Northwest University external site Kirkland, Washington	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Oakwood University external site Huntsville, Alabama	4 graduated with Bachelor’s degree
Computer Science	Philander Smith University external site Little Rock, Arkansas	4 graduated with Bachelor’s degree
Computer Science	Rasmussen University-Florida external site Ocala, Florida	4 graduated with Bachelor’s degree
Computer Science	Roanoke College external site Salem, Virginia	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Rogue Community College external site Grants Pass, Oregon	4 graduated with Associate’s degree
Computer Science	Siena University external site Loudonville, New York	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	South Mountain Community College external site Phoenix, Arizona	4 graduated with Associate’s degree
Computer Science	Southern University at Shreveport external site Shreveport, Louisiana	4 graduated with Associate’s degree
Computer Science	SUNY Corning Community College external site Corning, New York	4 graduated with Associate’s degree
Computer Science	The University of Texas at El Paso external site El Paso, Texas	4 graduated with Doctor’s degree – research/scholarship
Computer Science	University of St Thomas external site Houston, Texas	4 graduated with Bachelor’s degree
Computer Science	University of the Cumberlands external site Williamsburg, Kentucky	2 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Science	University of Wisconsin-Stevens Point external site Stevens Point, Wisconsin	4 graduated with Bachelor’s degree
Computer Science	Virginia Commonwealth University external site Richmond, Virginia	4 graduated with Bachelor’s degree
Computer Science	Wayland Baptist University external site Plainview, Texas	4 graduated with Bachelor’s degree
Data Analytics, General	Christopher Newport University external site Newport News, Virginia	4 graduated with Less than one year certificate
Data Analytics, General	CUNY Bernard M Baruch College external site New York, New York	4 graduated with Postbaccalaureate certificate
Data Analytics, General	Northern Kentucky University external site Highland Heights, Kentucky	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	Ohio Wesleyan University external site Delaware, Ohio	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Analytics, General	Purdue University-Main Campus external site West Lafayette, Indiana	4 graduated with Bachelor’s degree
Data Analytics, General	Queens University of Charlotte external site Charlotte, North Carolina	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Analytics, General	Skagit Valley College external site Mount Vernon, Washington	4 graduated with Associate’s degree
Data Analytics, General	Syracuse University external site Syracuse, New York	4 graduated with Bachelor’s degree
Data Analytics, General	University of Mary Hardin-Baylor external site Belton, Texas	4 graduated with Master’s degree
Data Analytics, Other	Barnard College external site New York, New York	0 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Modeling/Warehousing and Database Administration	Bunker Hill Community College external site Boston, Massachusetts	4 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	De Anza College external site Cupertino, California	1 graduated with Less than one year certificate 3 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Mesa Community College external site Mesa, Arizona	4 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Saint Paul College external site Saint Paul, Minnesota	0 graduated with Less than one year certificate 4 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Weber State University external site Ogden, Utah	4 graduated with Postbaccalaureate certificate
Data Science, General	Allegheny College external site Meadville, Pennsylvania	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Angelo State University external site San Angelo, Texas	4 graduated with Less than one year certificate
Data Science, General	Arkansas Tech University external site Russellville, Arkansas	4 graduated with Postbaccalaureate certificate
Data Science, General	Augsburg University external site Minneapolis, Minnesota	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Augusta University external site Augusta, Georgia	4 graduated with Master’s degree
Data Science, General	Berry College external site Mount Berry, Georgia	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Bryant University external site Smithfield, Rhode Island	4 graduated with Master’s degree
Data Science, General	Camden County College external site Blackwood, New Jersey	4 graduated with Associate’s degree
Data Science, General	Gateway Technical College external site Kenosha, Wisconsin	4 graduated with Associate’s degree
Data Science, General	Golden Gate University external site San Francisco, California	4 graduated with Master’s degree
Data Science, General	Mercer University external site Macon, Georgia	4 graduated with Master’s degree
Data Science, General	Saint Louis University external site Saint Louis, Missouri	4 graduated with Bachelor’s degree
Data Science, General	Southern Illinois University Edwardsville external site Edwardsville, Illinois	4 graduated with Postbaccalaureate certificate
Data Science, General	St Catherine University external site Saint Paul, Minnesota	4 graduated with Bachelor’s degree
Data Science, General	Valparaiso University external site Valparaiso, Indiana	4 graduated with Bachelor’s degree
Data Science, General	Waukesha County Technical College external site Pewaukee, Wisconsin	4 graduated with Associate’s degree
Data Science, General	West Virginia University external site Morgantown, West Virginia	4 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Auburn University external site Auburn, Alabama	4 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Chapman University external site Orange, California	4 graduated with Master’s degree
Econometrics and Quantitative Economics	Clarkson University external site Potsdam, New York	4 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Indiana University-Indianapolis external site Indianapolis, Indiana	1 graduated with Bachelor’s degree 2 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	Lyon College external site Batesville, Arkansas	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Minnesota State University Moorhead external site Moorhead, Minnesota	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Ohio Wesleyan University external site Delaware, Ohio	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Saint Mary's College of California external site Moraga, California	4 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	St Lawrence University external site Canton, New York	4 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Massachusetts-Boston external site Boston, Massachusetts	4 graduated with Master’s degree
Econometrics and Quantitative Economics	Valparaiso University external site Valparaiso, Indiana	0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Economics and Computer Science	Youngstown State University external site Youngstown, Ohio	4 graduated with Master’s degree
Financial Mathematics	Concordia College at Moorhead external site Moorhead, Minnesota	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Financial Mathematics	Hofstra University external site Hempstead, New York	4 graduated with Bachelor’s degree
Financial Mathematics	Pennsylvania State University-Penn State Erie-Behrend College external site Erie, Pennsylvania	4 graduated with Postbaccalaureate certificate
Financial Mathematics	Wayne State University external site Detroit, Michigan	4 graduated with Bachelor’s degree
Information Technology	Athens State University external site Athens, Alabama	4 graduated with Bachelor’s degree
Information Technology	Bethesda University external site Anaheim, California	4 graduated with Bachelor’s degree
Information Technology	Black Hawk College external site Moline, Illinois	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Brewton-Parker Christian University external site Mount Vernon, Georgia	4 graduated with Bachelor’s degree
Information Technology	Buena Vista University external site Storm Lake, Iowa	4 graduated with Bachelor’s degree
Information Technology	Caldwell University external site Caldwell, New Jersey	4 graduated with Bachelor’s degree
Information Technology	Citrus College external site Glendora, California	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Columbia College external site Vienna, Virginia	4 graduated with Associate’s degree
Information Technology	Delaware County Community College external site Media, Pennsylvania	4 graduated with Associate’s degree
Information Technology	Dewey University-Carolina external site Carolina, Puerto Rico	4 graduated with Associate’s degree
Information Technology	Donnelly College external site Kansas City, Kansas	4 graduated with Bachelor’s degree
Information Technology	Eastern Kentucky University external site Richmond, Kentucky	4 graduated with Bachelor’s degree
Information Technology	Eastern West Virginia Community and Technical College external site Moorefield, West Virginia	2 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico Inc-San Juan external site San Juan, Puerto Rico	4 graduated with Associate’s degree
Information Technology	GateWay Community College external site Phoenix, Arizona	4 graduated with Associate’s degree
Information Technology	Idaho State University external site Pocatello, Idaho	4 graduated with Less than one year certificate
Information Technology	Indiana Institute of Technology-College of Professional Studies external site Fort Wayne, Indiana	4 graduated with Associate’s degree
Information Technology	Indiana University-Southeast external site New Albany, Indiana	4 graduated with Less than one year certificate
Information Technology	Interactive College of Technology external site Houston, Texas	0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	John A Logan College external site Carterville, Illinois	4 graduated with Associate’s degree
Information Technology	Juniata College external site Huntingdon, Pennsylvania	4 graduated with Bachelor’s degree
Information Technology	Mayland Community College external site Spruce Pine, North Carolina	1 graduated with Less than one year certificate 3 graduated with Associate’s degree
Information Technology	Misericordia University external site Dallas, Pennsylvania	4 graduated with Bachelor’s degree
Information Technology	Navajo Technical University external site Crownpoint, New Mexico	2 graduated with One but less than two years certificate 1 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Information Technology	New Jersey City University external site Jersey City, New Jersey	1 graduated with Bachelor’s degree 3 graduated with Master’s degree
Information Technology	New Mexico State University-Alamogordo external site Alamogordo, New Mexico	4 graduated with Associate’s degree
Information Technology	Northeastern Illinois University external site Chicago, Illinois	4 graduated with Bachelor’s degree
Information Technology	Pensacola State College external site Pensacola, Florida	4 graduated with Associate’s degree
Information Technology	Reedley College external site Reedley, California	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Technology	Saint Leo University external site Saint Leo, Florida	2 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Information Technology	SUNY Corning Community College external site Corning, New York	4 graduated with Associate’s degree
Information Technology	Tulsa Community College external site Tulsa, Oklahoma	0 graduated with Less than 12 weeks certificate 4 graduated with Less than one year certificate
Information Technology	University of Saint Francis-Fort Wayne external site Fort Wayne, Indiana	4 graduated with Bachelor’s degree
Information Technology	Washtenaw Community College external site Ann Arbor, Michigan	0 graduated with Less than one year certificate 4 graduated with Associate’s degree
Management Science	Augustana College external site Rock Island, Illinois	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Management Science	Belmont Abbey College external site Belmont, North Carolina	4 graduated with Bachelor’s degree
Management Science	Butler University external site Indianapolis, Indiana	4 graduated with Master’s degree
Management Science	California State University-San Bernardino external site San Bernardino, California	4 graduated with Master’s degree
Management Science	Cornell College external site Mount Vernon, Iowa	4 graduated with Bachelor’s degree
Management Science	Estrella Mountain Community College external site Avondale, Arizona	4 graduated with Less than one year certificate
Management Science	Hardin-Simmons University external site Abilene, Texas	3 graduated with Bachelor’s degree 1 graduated with Master’s degree
Management Science	Holy Family University external site Philadelphia, Pennsylvania	4 graduated with Bachelor’s degree
Management Science	LIM College external site New York, New York	4 graduated with Master’s degree
Management Science	Saint Norbert College external site De Pere, Wisconsin	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	Southern Adventist University external site Collegedale, Tennessee	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 4 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Management Science	Trinity University external site San Antonio, Texas	4 graduated with Bachelor’s degree
Management Science	Xavier University external site Cincinnati, Ohio	0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Mathematical Statistics and Probability	High Point University external site High Point, North Carolina	4 graduated with Bachelor’s degree
Mathematical Statistics and Probability	Indiana University-Bloomington external site Bloomington, Indiana	4 graduated with Master’s degree
Mathematics and Computer Science	Christian Brothers University external site Memphis, Tennessee	4 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Southern California external site Los Angeles, California	4 graduated with Master’s degree
Mathematics and Computer Science	Whitman College external site Walla Walla, Washington	4 graduated with Bachelor’s degree
Mathematics and Statistics	Bucknell University external site Lewisburg, Pennsylvania	4 graduated with Bachelor’s degree
Mathematics and Statistics	Canisius University external site Buffalo, New York	4 graduated with Bachelor’s degree
Mathematics and Statistics	Haverford College external site Haverford, Pennsylvania	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics and Statistics	Montana State University external site Bozeman, Montana	4 graduated with Master’s degree
Mathematics and Statistics, Other	Eastern Kentucky University external site Richmond, Kentucky	4 graduated with One but less than two years certificate
Mathematics and Statistics, Other	Saint Mary's College of California external site Moraga, California	4 graduated with Bachelor’s degree
Mathematics, General	Albright College external site Reading, Pennsylvania	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Alfred University external site Alfred, New York	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Allegheny College external site Meadville, Pennsylvania	4 graduated with Bachelor’s degree
Mathematics, General	Amarillo College external site Amarillo, Texas	4 graduated with Associate’s degree
Mathematics, General	Andrews University external site Berrien Springs, Michigan	4 graduated with Bachelor’s degree
Mathematics, General	Auburn University at Montgomery external site Montgomery, Alabama	4 graduated with Bachelor’s degree
Mathematics, General	Belhaven University external site Jackson, Mississippi	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Bellarmine University external site Louisville, Kentucky	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Beloit College external site Beloit, Wisconsin	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Campbell University external site Buies Creek, North Carolina	4 graduated with Bachelor’s degree
Mathematics, General	Coastline Community College external site Fountain Valley, California	4 graduated with Associate’s degree
Mathematics, General	Coe College external site Cedar Rapids, Iowa	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	College of Coastal Georgia external site Brunswick, Georgia	4 graduated with Bachelor’s degree
Mathematics, General	College of Marin external site Kentfield, California	4 graduated with Associate’s degree
Mathematics, General	College of Saint Benedict external site Saint Joseph, Minnesota	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	College of the Redwoods external site Eureka, California	4 graduated with Associate’s degree
Mathematics, General	Concordia University-Nebraska external site Seward, Nebraska	4 graduated with Bachelor’s degree
Mathematics, General	Connecticut College external site New London, Connecticut	4 graduated with Bachelor’s degree
Mathematics, General	Delta State University external site Cleveland, Mississippi	4 graduated with Bachelor’s degree
Mathematics, General	DeSales University external site Center Valley, Pennsylvania	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Emory & Henry University external site Emory, Virginia	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Erie Community College external site Buffalo, New York	4 graduated with Associate’s degree
Mathematics, General	Evangel University external site Springfield, Missouri	4 graduated with Bachelor’s degree
Mathematics, General	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	4 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	Fort Lewis College external site Durango, Colorado	4 graduated with Bachelor’s degree
Mathematics, General	Freed-Hardeman University external site Henderson, Tennessee	4 graduated with Bachelor’s degree
Mathematics, General	Gannon University external site Erie, Pennsylvania	4 graduated with Bachelor’s degree
Mathematics, General	Hartwick College external site Oneonta, New York	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Hastings College external site Hastings, Nebraska	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	High Point University external site High Point, North Carolina	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Houston Christian University external site Houston, Texas	4 graduated with Bachelor’s degree
Mathematics, General	Jacksonville State University external site Jacksonville, Alabama	2 graduated with Bachelor’s degree 2 graduated with Master’s degree
Mathematics, General	John Carroll University external site University Heights, Ohio	4 graduated with Bachelor’s degree
Mathematics, General	Judson University external site Elgin, Illinois	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Knox College external site Galesburg, Illinois	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Lubbock Christian University external site Lubbock, Texas	4 graduated with Bachelor’s degree
Mathematics, General	Lycoming College external site Williamsport, Pennsylvania	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	Malone University external site Canton, Ohio	4 graduated with Bachelor’s degree
Mathematics, General	Marist University external site Poughkeepsie, New York	4 graduated with Bachelor’s degree
Mathematics, General	Mars Hill University external site Mars Hill, North Carolina	4 graduated with Bachelor’s degree
Mathematics, General	Mercy University external site Dobbs Ferry, New York	4 graduated with Bachelor’s degree
Mathematics, General	Merrimack College external site North Andover, Massachusetts	4 graduated with Bachelor’s degree
Mathematics, General	Milligan University external site Milligan, Tennessee	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Mississippi Gulf Coast Community College external site Perkinston, Mississippi	4 graduated with Associate’s degree
Mathematics, General	Mississippi Valley State University external site Itta Bena, Mississippi	4 graduated with Bachelor’s degree
Mathematics, General	Morningside University external site Sioux City, Iowa	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	New College of Florida external site Sarasota, Florida	4 graduated with Bachelor’s degree
Mathematics, General	Niagara University external site Niagara University, New York	4 graduated with Bachelor’s degree
Mathematics, General	Northwestern College external site Orange City, Iowa	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Queens University of Charlotte external site Charlotte, North Carolina	4 graduated with Bachelor’s degree
Mathematics, General	Radford University external site Radford, Virginia	4 graduated with Bachelor’s degree
Mathematics, General	Regent University external site Virginia Beach, Virginia	4 graduated with Bachelor’s degree
Mathematics, General	Roanoke College external site Salem, Virginia	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Rockford University external site Rockford, Illinois	4 graduated with Bachelor’s degree
Mathematics, General	Rollins College external site Winter Park, Florida	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Rutgers University-Newark external site Newark, New Jersey	4 graduated with Bachelor’s degree
Mathematics, General	Saint Ambrose University external site Davenport, Iowa	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Saint Edward's University external site Austin, Texas	4 graduated with Bachelor’s degree
Mathematics, General	Saint Francis University external site Loretto, Pennsylvania	4 graduated with Bachelor’s degree
Mathematics, General	Simpson College external site Indianola, Iowa	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Snow College external site Ephraim, Utah	4 graduated with Associate’s degree
Mathematics, General	Southeast Missouri State University external site Cape Girardeau, Missouri	4 graduated with Bachelor’s degree
Mathematics, General	Spring Hill College external site Mobile, Alabama	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	State University of New York at Plattsburgh external site Plattsburgh, New York	4 graduated with Bachelor’s degree
Mathematics, General	Sweet Briar College external site Sweet Briar, Virginia	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	The Catholic University of America external site Washington, District of Columbia	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Mathematics, General	The University of Findlay external site Findlay, Ohio	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics, General	The University of Tennessee-Martin external site Martin, Tennessee	4 graduated with Bachelor’s degree
Mathematics, General	Transylvania University external site Lexington, Kentucky	4 graduated with Bachelor’s degree
Mathematics, General	Truckee Meadows Community College external site Reno, Nevada	4 graduated with Associate’s degree
Mathematics, General	University of Dubuque external site Dubuque, Iowa	4 graduated with Bachelor’s degree
Mathematics, General	University of Indianapolis external site Indianapolis, Indiana	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Louisiana at Monroe external site Monroe, Louisiana	4 graduated with Bachelor’s degree
Mathematics, General	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of North Carolina at Pembroke external site Pembroke, North Carolina	4 graduated with Bachelor’s degree
Mathematics, General	University of St Francis external site Joliet, Illinois	4 graduated with Bachelor’s degree
Mathematics, General	University of the District of Columbia external site Washington, District of Columbia	4 graduated with Bachelor’s degree
Mathematics, General	University of Virginia's College at Wise external site Wise, Virginia	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Vanguard University of Southern California external site Costa Mesa, California	4 graduated with Bachelor’s degree
Mathematics, General	Washington & Jefferson College external site Washington, Pennsylvania	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Westminster College external site New Wilmington, Pennsylvania	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Willamette University external site Salem, Oregon	4 graduated with Bachelor’s degree
Mathematics, General	York College of Pennsylvania external site York, Pennsylvania	4 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Academy of Interactive Entertainment external site Seattle, Washington	4 graduated with Two but less than 4 years certificate
Modeling, Virtual Environments and Simulation	Academy of Interactive Entertainment external site Lafayette, Louisiana	3 graduated with Associate’s degree 1 graduated with Two but less than 4 years certificate
Modeling, Virtual Environments and Simulation	Montclair State University external site Montclair, New Jersey	4 graduated with One but less than two years certificate
Modeling, Virtual Environments and Simulation	Riverland Community College external site Austin, Minnesota	4 graduated with Less than one year certificate
Statistics, General	Auburn University external site Auburn, Alabama	4 graduated with Master’s degree
Statistics, General	Baylor University external site Waco, Texas	0 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Statistics, General	Brigham Young University-Idaho external site Rexburg, Idaho	2 graduated with Less than one year certificate 2 graduated with Bachelor’s degree
Statistics, General	Eastern Michigan University external site Ypsilanti, Michigan	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Statistics, General	Florida International University external site Miami, Florida	0 graduated with Bachelor’s degree 4 graduated with Master’s degree
Statistics, General	Metropolitan State University of Denver external site Denver, Colorado	4 graduated with Bachelor’s degree
Statistics, General	Montclair State University external site Montclair, New Jersey	4 graduated with Master’s degree
Statistics, General	Oakland University external site Rochester Hills, Michigan	3 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Statistics, General	Purdue University Fort Wayne external site Fort Wayne, Indiana	4 graduated with Postbaccalaureate certificate
Statistics, General	St. John Fisher University external site Rochester, New York	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	University of New Hampshire-Main Campus external site Durham, New Hampshire	2 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Statistics, General	Worcester Polytechnic Institute external site Worcester, Massachusetts	3 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Anderson University external site Anderson, South Carolina	3 graduated with Bachelor’s degree
Applied Mathematics, General	Arizona State University Digital Immersion external site Scottsdale, Arizona	3 graduated with Less than one year certificate
Applied Mathematics, General	Barnard College external site New York, New York	3 graduated with Bachelor’s degree
Applied Mathematics, General	California Baptist University external site Riverside, California	3 graduated with Master’s degree
Applied Mathematics, General	Central Michigan University external site Mount Pleasant, Michigan	3 graduated with Bachelor’s degree
Applied Mathematics, General	Coastal Carolina University external site Conway, South Carolina	3 graduated with Bachelor’s degree
Applied Mathematics, General	Denison University external site Granville, Ohio	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Ferris State University external site Big Rapids, Michigan	3 graduated with Bachelor’s degree
Applied Mathematics, General	Florida Gulf Coast University external site Fort Myers, Florida	3 graduated with Master’s degree
Applied Mathematics, General	Hamline University external site Saint Paul, Minnesota	3 graduated with Bachelor’s degree
Applied Mathematics, General	Hampden-Sydney College external site Hampden-Sydney, Virginia	3 graduated with Bachelor’s degree
Applied Mathematics, General	Inter American University of Puerto Rico-San German external site San German, Puerto Rico	3 graduated with Master’s degree
Applied Mathematics, General	Kansas State University external site Manhattan, Kansas	3 graduated with Postbaccalaureate certificate
Applied Mathematics, General	Lehigh University external site Bethlehem, Pennsylvania	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Randolph-Macon College external site Ashland, Virginia	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Robert Morris University external site Moon Township, Pennsylvania	3 graduated with Bachelor’s degree
Applied Mathematics, General	Roger Williams University external site Bristol, Rhode Island	3 graduated with Bachelor’s degree
Applied Mathematics, General	Saginaw Valley State University external site University Center, Michigan	3 graduated with Bachelor’s degree
Applied Mathematics, General	Simpson College external site Indianola, Iowa	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Applied Mathematics, General	Stetson University external site DeLand, Florida	3 graduated with Bachelor’s degree
Applied Mathematics, General	SUNY at Fredonia external site Fredonia, New York	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	The University of Texas at San Antonio external site San Antonio, Texas	3 graduated with Master’s degree
Applied Mathematics, General	University of Iowa external site Iowa City, Iowa	3 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Louisville external site Louisville, Kentucky	3 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Pittsburgh-Bradford external site Bradford, Pennsylvania	3 graduated with Bachelor’s degree
Applied Mathematics, General	University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	3 graduated with Master’s degree
Applied Mathematics, General	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Worcester Polytechnic Institute external site Worcester, Massachusetts	3 graduated with Master’s degree
Applied Mathematics, Other	Temple University external site Philadelphia, Pennsylvania	3 graduated with Bachelor’s degree
Applied Statistics, General	The University of Texas at San Antonio external site San Antonio, Texas	3 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Missouri University of Science and Technology external site Rolla, Missouri	3 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Artificial Intelligence	Northwest Florida State College external site Niceville, Florida	3 graduated with Less than one year certificate
Artificial Intelligence	Oklahoma Christian University external site Edmond, Oklahoma	3 graduated with Master’s degree
Artificial Intelligence	South College external site Knoxville, Tennessee	3 graduated with Bachelor’s degree 0 graduated with Master’s degree
Artificial Intelligence	Stevens Institute of Technology external site Hoboken, New Jersey	3 graduated with Postbaccalaureate certificate
Artificial Intelligence	Strayer University-Georgia external site Chamblee, Georgia	3 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Akron Main Campus external site Akron, Ohio	0 graduated with Less than one year certificate 3 graduated with One but less than two years certificate
Artificial Intelligence	University of North Carolina at Greensboro external site Greensboro, North Carolina	3 graduated with Postbaccalaureate certificate
Artificial Intelligence	Utah Valley University external site Orem, Utah	3 graduated with Postbaccalaureate certificate
Artificial Intelligence	Western Kentucky University external site Bowling Green, Kentucky	3 graduated with Less than one year certificate
Bioinformatics	Mississippi Valley State University external site Itta Bena, Mississippi	3 graduated with Master’s degree
Bioinformatics	Morgan State University external site Baltimore, Maryland	0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Bioinformatics	New Mexico State University-Main Campus external site Las Cruces, New Mexico	3 graduated with Master’s degree
Bioinformatics	Ramapo College of New Jersey external site Mahwah, New Jersey	3 graduated with Bachelor’s degree
Bioinformatics	University of Iowa external site Iowa City, Iowa	0 graduated with Master’s degree 1 graduated with Post-master’s certificate 2 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of Nebraska at Omaha external site Omaha, Nebraska	3 graduated with Bachelor’s degree
Bioinformatics	Xavier University of Louisiana external site New Orleans, Louisiana	3 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Northwestern University external site Evanston, Illinois	3 graduated with Master’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Rhodes College external site Memphis, Tennessee	3 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Washington State University external site Pullman, Washington	3 graduated with Less than one year certificate
Business Analytics	Azusa Pacific University external site Azusa, California	3 graduated with Bachelor’s degree
Business Analytics	Elizabethtown College external site Elizabethtown, Pennsylvania	1 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate
Business Analytics	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	3 graduated with Master’s degree
Business Analytics	Jacksonville University external site Jacksonville, Florida	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Business Analytics	Juniata College external site Huntingdon, Pennsylvania	3 graduated with Bachelor’s degree
Business Analytics	Maryville College external site Maryville, Tennessee	3 graduated with Bachelor’s degree
Business Analytics	Our Lady of the Lake University external site San Antonio, Texas	3 graduated with Master’s degree
Business Analytics	Saint Vincent College external site Latrobe, Pennsylvania	3 graduated with Bachelor’s degree
Business Analytics	Texas Tech University external site Lubbock, Texas	3 graduated with Postbaccalaureate certificate
Business Analytics	Victor Valley College external site Victorville, California	3 graduated with One but less than two years certificate
Business Analytics	William Woods University external site Fulton, Missouri	3 graduated with Master’s degree
Business Statistics	Berkeley College-Woodland Park external site Woodland Park, New Jersey	3 graduated with Bachelor’s degree
Business Statistics	Freed-Hardeman University external site Henderson, Tennessee	3 graduated with Bachelor’s degree 0 graduated with Master’s degree
Business Statistics	Methodist University external site Fayetteville, North Carolina	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Business Statistics	University of Nebraska at Omaha external site Omaha, Nebraska	3 graduated with Bachelor’s degree
Business Statistics	Walsh University external site North Canton, Ohio	2 graduated with Bachelor’s degree 0 graduated with Master’s degree 1 graduated with Post-master’s certificate
Computational and Applied Mathematics	CUNY Brooklyn College external site Brooklyn, New York	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computational and Applied Mathematics	Daemen University external site Amherst, New York	3 graduated with Bachelor’s degree
Computational and Applied Mathematics	Pacific Lutheran University external site Tacoma, Washington	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computational Biology	Michigan Technological University external site Houghton, Michigan	3 graduated with Bachelor’s degree
Computational Biology	University of Colorado Denver/Anschutz Medical Campus external site Denver, Colorado	3 graduated with Doctor’s degree – research/scholarship
Computational Biology	University of Kansas external site Lawrence, Kansas	3 graduated with Doctor’s degree – research/scholarship
Computational Science	Drew University external site Madison, New Jersey	3 graduated with Master’s degree
Computational Science	Indiana University-Kokomo external site Kokomo, Indiana	3 graduated with Bachelor’s degree
Computational Science	Indiana University-South Bend external site South Bend, Indiana	3 graduated with Bachelor’s degree
Computational Science	University of Wisconsin-Green Bay external site Green Bay, Wisconsin	1 graduated with Two but less than 4 years certificate 2 graduated with Postbaccalaureate certificate
Computer Science	Alfred University external site Alfred, New York	3 graduated with Bachelor’s degree
Computer Science	Alma College external site Alma, Michigan	3 graduated with Bachelor’s degree
Computer Science	Aspen University external site Phoenix, Arizona	3 graduated with Doctor’s degree – research/scholarship
Computer Science	Cape Cod Community College external site West Barnstable, Massachusetts	3 graduated with Associate’s degree
Computer Science	Centenary University external site Hackettstown, New Jersey	3 graduated with Bachelor’s degree
Computer Science	Citadel Military College of South Carolina external site Charleston, South Carolina	3 graduated with Master’s degree
Computer Science	Haverford College external site Haverford, Pennsylvania	3 graduated with Bachelor’s degree
Computer Science	Independence Community College external site Independence, Kansas	3 graduated with Associate’s degree
Computer Science	Inter American University of Puerto Rico-Barranquitas external site Barranquitas, Puerto Rico	0 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Science	Linfield University external site McMinnville, Oregon	3 graduated with Bachelor’s degree
Computer Science	Monterey Peninsula College external site Monterey, California	0 graduated with Less than one year certificate 3 graduated with Associate’s degree
Computer Science	North Central University external site Minneapolis, Minnesota	3 graduated with Bachelor’s degree
Computer Science	Northern Kentucky University external site Highland Heights, Kentucky	3 graduated with Master’s degree
Computer Science	Pennsylvania State University-Penn State Beaver external site Monaca, Pennsylvania	3 graduated with Bachelor’s degree
Computer Science	Pitzer College external site Claremont, California	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Polytechnic University of Puerto Rico-Orlando external site Orlando, Florida	3 graduated with Bachelor’s degree
Computer Science	Principia College external site Elsah, Illinois	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Red Rocks Community College external site Lakewood, Colorado	3 graduated with Less than one year certificate
Computer Science	Ripon College external site Ripon, Wisconsin	3 graduated with Bachelor’s degree
Computer Science	Saint Michael's College external site Colchester, Vermont	3 graduated with Bachelor’s degree
Computer Science	Simon's Rock at Bard College external site Barrytown, New York	3 graduated with Bachelor’s degree
Computer Science	Skagit Valley College external site Mount Vernon, Washington	3 graduated with Associate’s degree
Computer Science	Temple College external site Temple, Texas	3 graduated with Associate’s degree
Computer Science	Texas College external site Tyler, Texas	3 graduated with Bachelor’s degree
Computer Science	Texas State Technical College external site Waco, Texas	3 graduated with Associate’s degree
Computer Science	The College of Saint Scholastica external site Duluth, Minnesota	3 graduated with Bachelor’s degree
Computer Science	Tompkins Cortland Community College external site Dryden, New York	3 graduated with Associate’s degree
Computer Science	University of Maine at Farmington external site Farmington, Maine	3 graduated with Bachelor’s degree
Computer Science	University of Mary external site Bismarck, North Dakota	3 graduated with Bachelor’s degree
Computer Science	University of Rhode Island external site Kingston, Rhode Island	3 graduated with Postbaccalaureate certificate 0 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Rio Grande external site Rio Grande, Ohio	3 graduated with Bachelor’s degree
Computer Science	University of St Francis external site Joliet, Illinois	0 graduated with Less than one year certificate 2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	University of Toledo external site Toledo, Ohio	3 graduated with Bachelor’s degree
Computer Science	University of Wisconsin-Oshkosh external site Oshkosh, Wisconsin	3 graduated with Bachelor’s degree
Computer Science	Waynesburg University external site Waynesburg, Pennsylvania	3 graduated with Bachelor’s degree
Data Analytics, General	Ball State University external site Muncie, Indiana	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	Beloit College external site Beloit, Wisconsin	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Analytics, General	Berry College external site Mount Berry, Georgia	3 graduated with Bachelor’s degree
Data Analytics, General	Eastern Oregon University external site La Grande, Oregon	3 graduated with Bachelor’s degree
Data Analytics, General	Johnson & Wales University-Providence external site Providence, Rhode Island	3 graduated with Bachelor’s degree
Data Analytics, General	Mott Community College external site Flint, Michigan	3 graduated with Associate’s degree
Data Analytics, General	Ohio Dominican University external site Columbus, Ohio	2 graduated with Less than one year certificate 1 graduated with Bachelor’s degree
Data Analytics, General	Pennsylvania State University-World Campus external site University Park, Pennsylvania	3 graduated with Postbaccalaureate certificate
Data Analytics, General	Southwestern College external site Winfield, Kansas	3 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Data Analytics, General	Tennessee Technological University external site Cookeville, Tennessee	3 graduated with Two but less than 4 years certificate
Data Analytics, General	University of Toledo external site Toledo, Ohio	3 graduated with Bachelor’s degree
Data Analytics, Other	University of North Carolina at Greensboro external site Greensboro, North Carolina	3 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	American River College external site Sacramento, California	1 graduated with Less than one year certificate 2 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Blue Ridge Community and Technical College external site Martinsburg, West Virginia	1 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Capella University external site Minneapolis, Minnesota	3 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Irvine Valley College external site Irvine, California	3 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Laney College external site Oakland, California	3 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Data Modeling/Warehousing and Database Administration	Minnesota State Community and Technical College external site Fergus Falls, Minnesota	3 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	New England College external site Henniker, New Hampshire	0 graduated with Bachelor’s degree 3 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Scottsdale Community College external site Scottsdale, Arizona	3 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Seattle Central College external site Seattle, Washington	3 graduated with One but less than two years certificate
Data Modeling/Warehousing and Database Administration	Stark State College external site North Canton, Ohio	3 graduated with One but less than two years certificate
Data Science, General	American Public University System external site Charles Town, West Virginia	3 graduated with Associate’s degree
Data Science, General	Auburn University external site Auburn, Alabama	3 graduated with Postbaccalaureate certificate
Data Science, General	Beloit College external site Beloit, Wisconsin	3 graduated with Bachelor’s degree
Data Science, General	Bethel University external site Saint Paul, Minnesota	3 graduated with Bachelor’s degree
Data Science, General	Boise State University external site Boise, Idaho	3 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Data Science, General	Butler University external site Indianapolis, Indiana	0 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	City University of Seattle external site Seattle, Washington	0 graduated with Less than one year certificate 2 graduated with Bachelor’s degree 1 graduated with Master’s degree
Data Science, General	Coe College external site Cedar Rapids, Iowa	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	College of Coastal Georgia external site Brunswick, Georgia	3 graduated with Bachelor’s degree
Data Science, General	Community College of Baltimore County external site Baltimore, Maryland	3 graduated with Associate’s degree
Data Science, General	Concordia University-Wisconsin external site Mequon, Wisconsin	3 graduated with Bachelor’s degree
Data Science, General	Manhattanville University external site Purchase, New York	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Minot State University external site Minot, North Dakota	0 graduated with Less than one year certificate 3 graduated with Bachelor’s degree
Data Science, General	Neumann University external site Aston, Pennsylvania	3 graduated with Bachelor’s degree
Data Science, General	Pacific University external site Forest Grove, Oregon	3 graduated with Bachelor’s degree
Data Science, General	Point Loma Nazarene University external site San Diego, California	3 graduated with Bachelor’s degree
Data Science, General	Post University external site Waterbury, Connecticut	3 graduated with Bachelor’s degree
Data Science, General	Southern Utah University external site Cedar City, Utah	1 graduated with Less than one year certificate 1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	The University of Tennessee-Knoxville external site Knoxville, Tennessee	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate
Data Science, General	University of Advancing Technology external site Tempe, Arizona	3 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Data Science, General	University of Wisconsin-Platteville external site Platteville, Wisconsin	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	University of Wisconsin-River Falls external site River Falls, Wisconsin	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Wake Forest University external site Winston-Salem, North Carolina	3 graduated with Postbaccalaureate certificate
Data Science, General	Westminster College external site Fulton, Missouri	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Winthrop University external site Rock Hill, South Carolina	3 graduated with Bachelor’s degree
Data Science, General	Xavier University external site Cincinnati, Ohio	3 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	CUNY Queens College external site Queens, New York	3 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	High Point University external site High Point, North Carolina	3 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Millsaps College external site Jackson, Mississippi	3 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Pennsylvania Western University external site California, Pennsylvania	3 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Truman State University external site Kirksville, Missouri	3 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Dayton external site Dayton, Ohio	3 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Southern Mississippi external site Hattiesburg, Mississippi	3 graduated with Bachelor’s degree
Economics and Computer Science	Whittier College external site Whittier, California	3 graduated with Bachelor’s degree
Financial Mathematics	Claremont Graduate University external site Claremont, California	3 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	CUNY Brooklyn College external site Brooklyn, New York	3 graduated with Bachelor’s degree
Financial Mathematics	Rochester Institute of Technology external site Rochester, New York	3 graduated with Master’s degree
Financial Mathematics	University of Central Oklahoma external site Edmond, Oklahoma	3 graduated with Master’s degree
Financial Mathematics	University of Dallas external site Irving, Texas	3 graduated with Master’s degree
Information Technology	Coastline Community College external site Fountain Valley, California	1 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Technology	Copper Mountain Community College external site Joshua Tree, California	3 graduated with Associate’s degree
Information Technology	DeVry University-Ohio external site Columbus, Ohio	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Information Technology	Eastern Oklahoma State College external site Wilburton, Oklahoma	3 graduated with Less than one year certificate
Information Technology	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	3 graduated with Bachelor’s degree
Information Technology	Florida Gateway College external site Lake City, Florida	3 graduated with Associate’s degree
Information Technology	Inter American University of Puerto Rico-San German external site San German, Puerto Rico	3 graduated with Bachelor’s degree
Information Technology	Johnson C Smith University external site Charlotte, North Carolina	3 graduated with Bachelor’s degree
Information Technology	Kishwaukee College external site Malta, Illinois	3 graduated with Associate’s degree
Information Technology	McHenry County College external site Crystal Lake, Illinois	3 graduated with Associate’s degree
Information Technology	MiraCosta College external site Oceanside, California	1 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Technology	Missouri Baptist University external site Saint Louis, Missouri	3 graduated with Bachelor’s degree
Information Technology	Murray State College external site Tishomingo, Oklahoma	3 graduated with Associate’s degree
Information Technology	New Mexico Institute of Mining and Technology external site Socorro, New Mexico	3 graduated with Bachelor’s degree
Information Technology	Ohio Christian University external site Circleville, Ohio	2 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Information Technology	Quinsigamond Community College external site Worcester, Massachusetts	3 graduated with Associate’s degree
Information Technology	Southern Careers Institute-Austin external site Austin, Texas	3 graduated with Less than one year certificate
Information Technology	The University of Montana external site Missoula, Montana	3 graduated with Associate’s degree
Information Technology	University of Arkansas Grantham external site LIttle Rock, Arkansas	3 graduated with Master’s degree
Information Technology	University of Richmond external site University of Richmond, Virginia	3 graduated with Bachelor’s degree
Information Technology	University of Scranton external site Scranton, Pennsylvania	3 graduated with Bachelor’s degree
Information Technology	University of St Francis external site Joliet, Illinois	0 graduated with Less than one year certificate 3 graduated with Bachelor’s degree
Information Technology	Vermont State University external site Randolph, Vermont	0 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Information Technology	West Virginia Junior College-Morgantown external site Morgantown, West Virginia	3 graduated with One but less than two years certificate
Linguistics and Computer Science	Georgetown University external site Washington, District of Columbia	3 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Management Science	Clark State College external site Springfield, Ohio	3 graduated with Less than 12 weeks certificate
Management Science	East Central University external site Ada, Oklahoma	3 graduated with Master’s degree
Management Science	Johnson & Wales University-Online external site Providence, Rhode Island	3 graduated with Master’s degree
Management Science	Kennesaw State University external site Kennesaw, Georgia	3 graduated with Postbaccalaureate certificate
Management Science	Millsaps College external site Jackson, Mississippi	3 graduated with Master’s degree
Management Science	Pacific Lutheran University external site Tacoma, Washington	3 graduated with Master’s degree
Management Science	Rider University external site Lawrenceville, New Jersey	3 graduated with Less than one year certificate
Management Science	Salem State University external site Salem, Massachusetts	3 graduated with Bachelor’s degree
Management Science	Salve Regina University external site Newport, Rhode Island	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Management Science	University of Connecticut external site Storrs, Connecticut	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Management Science	University of New Hampshire at Manchester external site Manchester, New Hampshire	0 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate
Management Science	Westcliff University external site Irvine, California	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate 3 graduated with Post-master’s certificate 0 graduated with Doctor’s degree – research/scholarship
Mathematical Statistics and Probability	George Mason University external site Fairfax, Virginia	3 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Louisiana Tech University external site Ruston, Louisiana	3 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Texas Lutheran University external site Seguin, Texas	3 graduated with Master’s degree
Mathematics and Computer Science	Truckee Meadows Community College external site Reno, Nevada	3 graduated with Associate’s degree
Mathematics and Computer Science	University of Michigan-Dearborn external site Dearborn, Michigan	3 graduated with Bachelor’s degree
Mathematics and Computer Science	Western Oregon University external site Monmouth, Oregon	3 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Mathematics and Computer Science	Whittier College external site Whittier, California	3 graduated with Bachelor’s degree
Mathematics and Computer Science	Woodbury University external site Burbank, California	3 graduated with Bachelor’s degree
Mathematics and Statistics	Binghamton University external site Vestal, New York	3 graduated with Master’s degree
Mathematics and Statistics	Eastern Kentucky University external site Richmond, Kentucky	3 graduated with Master’s degree
Mathematics and Statistics	Loyola Marymount University external site Los Angeles, California	3 graduated with Bachelor’s degree
Mathematics and Statistics	Luther College external site Decorah, Iowa	3 graduated with Bachelor’s degree
Mathematics and Statistics	Southeastern University external site Lakeland, Florida	3 graduated with Bachelor’s degree
Mathematics and Statistics	The University of Texas at San Antonio external site San Antonio, Texas	3 graduated with Bachelor’s degree
Mathematics and Statistics	University of Maine external site Orono, Maine	3 graduated with Master’s degree
Mathematics and Statistics	Whitman College external site Walla Walla, Washington	3 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Arizona State University Campus Immersion external site Tempe, Arizona	3 graduated with Less than one year certificate
Mathematics and Statistics, Other	Carroll College external site Helena, Montana	3 graduated with Bachelor’s degree
Mathematics and Statistics, Other	University of Rochester external site Rochester, New York	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	Adrian College external site Adrian, Michigan	3 graduated with Bachelor’s degree
Mathematics, General	Albertus Magnus College external site New Haven, Connecticut	3 graduated with Bachelor’s degree
Mathematics, General	Arapahoe Community College external site Littleton, Colorado	3 graduated with Associate’s degree
Mathematics, General	Ashland University external site Ashland, Ohio	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Augustana College external site Rock Island, Illinois	3 graduated with Bachelor’s degree
Mathematics, General	Baker University external site Baldwin City, Kansas	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Barry University external site Miami, Florida	3 graduated with Bachelor’s degree
Mathematics, General	Benedictine University external site Lisle, Illinois	3 graduated with Bachelor’s degree
Mathematics, General	Bethany Lutheran College external site Mankato, Minnesota	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Bethel University external site Mishawaka, Indiana	3 graduated with Bachelor’s degree
Mathematics, General	Bethel University external site Saint Paul, Minnesota	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Bradley University external site Peoria, Illinois	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Cairn University-Langhorne external site Langhorne, Pennsylvania	3 graduated with Bachelor’s degree
Mathematics, General	California State Polytechnic University-Humboldt external site Arcata, California	3 graduated with Bachelor’s degree
Mathematics, General	Carroll College external site Helena, Montana	3 graduated with Bachelor’s degree
Mathematics, General	Cedar Crest College external site Allentown, Pennsylvania	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Central College external site Pella, Iowa	3 graduated with Bachelor’s degree
Mathematics, General	Charleston Southern University external site Charleston, South Carolina	3 graduated with Bachelor’s degree
Mathematics, General	Chicago State University external site Chicago, Illinois	2 graduated with Bachelor’s degree 1 graduated with Master’s degree
Mathematics, General	Clark University external site Worcester, Massachusetts	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Clarke University external site Dubuque, Iowa	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Clovis Community College external site Clovis, New Mexico	3 graduated with Associate’s degree
Mathematics, General	Colorado State University Pueblo external site Pueblo, Colorado	3 graduated with Bachelor’s degree
Mathematics, General	Concordia University Texas external site Austin, Texas	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Converse University external site Spartanburg, South Carolina	3 graduated with Bachelor’s degree
Mathematics, General	Coppin State University external site Baltimore, Maryland	3 graduated with Bachelor’s degree
Mathematics, General	Cornell College external site Mount Vernon, Iowa	3 graduated with Bachelor’s degree
Mathematics, General	CUNY Bronx Community College external site Bronx, New York	3 graduated with Associate’s degree
Mathematics, General	CUNY Queensborough Community College external site Bayside, New York	3 graduated with Associate’s degree
Mathematics, General	CUNY York College external site Jamaica, New York	3 graduated with Bachelor’s degree
Mathematics, General	Dominican University New York external site Orangeburg, New York	3 graduated with Bachelor’s degree
Mathematics, General	Eastern Mennonite University external site Harrisonburg, Virginia	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Eastern New Mexico University-Roswell Campus external site Roswell, New Mexico	3 graduated with Associate’s degree
Mathematics, General	Emmanuel College external site Boston, Massachusetts	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Fort Hays State University external site Hays, Kansas	3 graduated with Bachelor’s degree
Mathematics, General	Frostburg State University external site Frostburg, Maryland	3 graduated with Bachelor’s degree
Mathematics, General	Gardner-Webb University external site Boiling Springs, North Carolina	3 graduated with Bachelor’s degree
Mathematics, General	Georgian Court University external site Lakewood, New Jersey	3 graduated with Bachelor’s degree
Mathematics, General	Glendale Community College external site Glendale, Arizona	3 graduated with Associate’s degree
Mathematics, General	Goshen College external site Goshen, Indiana	3 graduated with Bachelor’s degree
Mathematics, General	Grove City College external site Grove City, Pennsylvania	3 graduated with Bachelor’s degree
Mathematics, General	Holyoke Community College external site Holyoke, Massachusetts	3 graduated with Associate’s degree
Mathematics, General	Idaho State University external site Pocatello, Idaho	2 graduated with Associate’s degree 1 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Illinois College external site Jacksonville, Illinois	3 graduated with Bachelor’s degree
Mathematics, General	Indiana University-Kokomo external site Kokomo, Indiana	1 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Mathematics, General	Iona University external site New Rochelle, New York	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Jacksonville University external site Jacksonville, Florida	3 graduated with Bachelor’s degree
Mathematics, General	LaGrange College external site Lagrange, Georgia	1 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Mathematics, General	Lenoir-Rhyne University external site Hickory, North Carolina	3 graduated with Bachelor’s degree
Mathematics, General	LeTourneau University external site Longview, Texas	3 graduated with Bachelor’s degree
Mathematics, General	Lincoln University external site Jefferson City, Missouri	3 graduated with Bachelor’s degree
Mathematics, General	Lipscomb University external site Nashville, Tennessee	3 graduated with Bachelor’s degree
Mathematics, General	Longwood University external site Farmville, Virginia	3 graduated with Bachelor’s degree
Mathematics, General	Luna Community College external site Las Vegas, New Mexico	3 graduated with Associate’s degree
Mathematics, General	Mercyhurst University external site Erie, Pennsylvania	3 graduated with Bachelor’s degree
Mathematics, General	Methodist University external site Fayetteville, North Carolina	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Millikin University external site Decatur, Illinois	3 graduated with Bachelor’s degree
Mathematics, General	Mohave Community College external site Kingman, Arizona	3 graduated with Associate’s degree
Mathematics, General	Molloy University external site Rockville Centre, New York	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Monmouth College external site Monmouth, Illinois	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Morehouse College external site Atlanta, Georgia	3 graduated with Bachelor’s degree
Mathematics, General	Mount Mercy University external site Cedar Rapids, Iowa	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Mount Vernon Nazarene University external site Mount Vernon, Ohio	3 graduated with Bachelor’s degree
Mathematics, General	Nevada State University external site Henderson, Nevada	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Norfolk State University external site Norfolk, Virginia	3 graduated with Bachelor’s degree
Mathematics, General	North Park University external site Chicago, Illinois	3 graduated with Bachelor’s degree
Mathematics, General	Nova Southeastern University external site Fort Lauderdale, Florida	3 graduated with Bachelor’s degree
Mathematics, General	Oklahoma Panhandle State University external site Goodwell, Oklahoma	3 graduated with Bachelor’s degree
Mathematics, General	Ottawa University-Ottawa external site Ottawa, Kansas	3 graduated with Bachelor’s degree
Mathematics, General	Ouachita Baptist University external site Arkadelphia, Arkansas	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Park University external site Parkville, Missouri	3 graduated with Bachelor’s degree
Mathematics, General	PENSACOLA CHRISTIAN COLLEGE external site Pensacola, Florida	3 graduated with Bachelor’s degree
Mathematics, General	Prairie View A & M University external site Prairie View, Texas	3 graduated with Bachelor’s degree
Mathematics, General	Quincy University external site Quincy, Illinois	3 graduated with Bachelor’s degree
Mathematics, General	Quinsigamond Community College external site Worcester, Massachusetts	3 graduated with Associate’s degree
Mathematics, General	Randolph College external site Lynchburg, Virginia	3 graduated with Bachelor’s degree
Mathematics, General	Red Rocks Community College external site Lakewood, Colorado	3 graduated with Associate’s degree
Mathematics, General	Rider University external site Lawrenceville, New Jersey	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Saint Cloud State University external site Saint Cloud, Minnesota	3 graduated with Bachelor’s degree
Mathematics, General	Saint Martin's University external site Lacey, Washington	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Salem College external site Winston-Salem, North Carolina	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Salt Lake Community College external site Salt Lake City, Utah	3 graduated with Associate’s degree
Mathematics, General	Savannah State University external site Savannah, Georgia	1 graduated with Bachelor’s degree 2 graduated with Master’s degree
Mathematics, General	Schreiner University external site Kerrville, Texas	3 graduated with Bachelor’s degree
Mathematics, General	Shepherd University external site Shepherdstown, West Virginia	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Southeastern Oklahoma State University external site Durant, Oklahoma	3 graduated with Bachelor’s degree
Mathematics, General	Southern Arkansas University Main Campus external site Magnolia, Arkansas	3 graduated with Bachelor’s degree
Mathematics, General	St. Francis College external site Brooklyn, New York	3 graduated with Bachelor’s degree
Mathematics, General	Stillman College external site Tuscaloosa, Alabama	3 graduated with Bachelor’s degree
Mathematics, General	SUNY at Fredonia external site Fredonia, New York	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Mathematics, General	Tennessee State University external site Nashville, Tennessee	3 graduated with Bachelor’s degree
Mathematics, General	Tennessee Wesleyan University external site Athens, Tennessee	3 graduated with Bachelor’s degree
Mathematics, General	University of Arkansas at Pine Bluff external site Pine Bluff, Arkansas	3 graduated with Bachelor’s degree
Mathematics, General	University of Bridgeport external site Bridgeport, Connecticut	3 graduated with Bachelor’s degree
Mathematics, General	University of Dallas external site Irving, Texas	3 graduated with Bachelor’s degree
Mathematics, General	University of Hartford external site West Hartford, Connecticut	3 graduated with Bachelor’s degree
Mathematics, General	University of Lynchburg external site Lynchburg, Virginia	3 graduated with Bachelor’s degree
Mathematics, General	University of Mobile external site Mobile, Alabama	3 graduated with Bachelor’s degree
Mathematics, General	University of Mount Union external site Alliance, Ohio	3 graduated with Bachelor’s degree
Mathematics, General	University of North Texas at Dallas external site Dallas, Texas	3 graduated with Bachelor’s degree
Mathematics, General	University of Pittsburgh-Johnstown external site Johnstown, Pennsylvania	3 graduated with Bachelor’s degree
Mathematics, General	University of South Alabama external site Mobile, Alabama	3 graduated with Master’s degree
Mathematics, General	University of Southern Maine external site Portland, Maine	0 graduated with Less than one year certificate 3 graduated with Bachelor’s degree
Mathematics, General	University of the Cumberlands external site Williamsburg, Kentucky	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of the Ozarks external site Clarksville, Arkansas	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of Wisconsin-Superior external site Superior, Wisconsin	3 graduated with Bachelor’s degree
Mathematics, General	Utah Tech University external site Saint George, Utah	3 graduated with Bachelor’s degree
Mathematics, General	Wagner College external site Staten Island, New York	3 graduated with Bachelor’s degree
Mathematics, General	Washington College external site Chestertown, Maryland	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Webster University external site Saint Louis, Missouri	3 graduated with Bachelor’s degree
Mathematics, General	West Virginia State University external site Institute, West Virginia	3 graduated with Bachelor’s degree
Mathematics, General	West Virginia Wesleyan College external site Buckhannon, West Virginia	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Western Connecticut State University external site Danbury, Connecticut	1 graduated with Bachelor’s degree 2 graduated with Master’s degree
Mathematics, General	Western Oregon University external site Monmouth, Oregon	3 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Mathematics, General	Westminster College external site Fulton, Missouri	3 graduated with Bachelor’s degree
Mathematics, General	Whittier College external site Whittier, California	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Wilmington College external site Wilmington, Ohio	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Xavier University of Louisiana external site New Orleans, Louisiana	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Modeling, Virtual Environments and Simulation	Cochise County Community College District external site Sierra Vista, Arizona	3 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	Orange Technical College-South Campus external site Orlando, Florida	3 graduated with One but less than two years certificate
Modeling, Virtual Environments and Simulation	Trine University external site Angola, Indiana	3 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Utah State University external site Logan, Utah	3 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	Westcliff University external site Irvine, California	3 graduated with Master’s degree
Statistics, General	Augustana University external site Sioux Falls, South Dakota	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Statistics, General	Loyola University Maryland external site Baltimore, Maryland	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	Marquette University external site Milwaukee, Wisconsin	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	New Jersey Institute of Technology external site Newark, New Jersey	0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Statistics, General	Ohio Northern University external site Ada, Ohio	3 graduated with Bachelor’s degree
Statistics, General	University of Minnesota-Morris external site Morris, Minnesota	3 graduated with Bachelor’s degree
Statistics, General	University of Missouri-Kansas City external site Kansas City, Missouri	3 graduated with Master’s degree
Statistics, General	Wayne State University external site Detroit, Michigan	3 graduated with Master’s degree
Statistics, General	Winona State University external site Winona, Minnesota	3 graduated with Bachelor’s degree
Applied Mathematics, General	Brescia University external site Owensboro, Kentucky	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Champlain College external site Burlington, Vermont	2 graduated with Bachelor’s degree
Applied Mathematics, General	Claremont Graduate University external site Claremont, California	2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Delaware State University external site Dover, Delaware	2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Eastern Washington University external site Cheney, Washington	2 graduated with Master’s degree
Applied Mathematics, General	Elizabethtown College external site Elizabethtown, Pennsylvania	2 graduated with Bachelor’s degree
Applied Mathematics, General	Endicott College external site Beverly, Massachusetts	2 graduated with Bachelor’s degree
Applied Mathematics, General	Huntingdon College external site Montgomery, Alabama	2 graduated with Bachelor’s degree
Applied Mathematics, General	Idaho State University external site Pocatello, Idaho	2 graduated with Bachelor’s degree
Applied Mathematics, General	Kettering University external site Flint, Michigan	2 graduated with Bachelor’s degree
Applied Mathematics, General	Ohio University-Main Campus external site Athens, Ohio	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Ouachita Baptist University external site Arkadelphia, Arkansas	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Piedmont University external site Demorest, Georgia	2 graduated with Bachelor’s degree
Applied Mathematics, General	Stevenson University external site Owings Mills, Maryland	2 graduated with Bachelor’s degree
Applied Mathematics, General	Stonehill College external site Easton, Massachusetts	2 graduated with Bachelor’s degree
Applied Mathematics, General	SUNY Polytechnic Institute external site Utica, New York	2 graduated with Bachelor’s degree
Applied Mathematics, General	Taylor University external site Upland, Indiana	2 graduated with Bachelor’s degree
Applied Mathematics, General	Temple University external site Philadelphia, Pennsylvania	2 graduated with Bachelor’s degree
Applied Mathematics, General	Trevecca Nazarene University external site Nashville, Tennessee	2 graduated with Bachelor’s degree
Applied Mathematics, General	Troy University external site Troy, Alabama	2 graduated with Master’s degree
Applied Mathematics, General	Tulane University of Louisiana external site New Orleans, Louisiana	2 graduated with Master’s degree
Applied Mathematics, General	University at Buffalo external site Buffalo, New York	2 graduated with Bachelor’s degree
Applied Mathematics, General	University of Alabama at Birmingham external site Birmingham, Alabama	2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Alabama in Huntsville external site Huntsville, Alabama	2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Dayton external site Dayton, Ohio	2 graduated with Master’s degree
Applied Mathematics, General	University of Illinois Urbana-Champaign external site Champaign, Illinois	2 graduated with Master’s degree
Applied Mathematics, General	University of New Haven external site West Haven, Connecticut	2 graduated with Bachelor’s degree
Applied Mathematics, General	University of Northwestern-St Paul external site Saint Paul, Minnesota	2 graduated with Bachelor’s degree
Applied Mathematics, General	Viterbo University external site La Crosse, Wisconsin	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Wayne State University external site Detroit, Michigan	2 graduated with Master’s degree
Applied Mathematics, General	Wentworth Institute of Technology external site Boston, Massachusetts	2 graduated with Bachelor’s degree
Applied Mathematics, General	Whitworth University external site Spokane, Washington	2 graduated with Bachelor’s degree
Applied Mathematics, General	Wichita State University external site Wichita, Kansas	2 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	William Penn University external site Oskaloosa, Iowa	2 graduated with Bachelor’s degree
Applied Mathematics, Other	Azusa Pacific University external site Azusa, California	2 graduated with Bachelor’s degree
Applied Mathematics, Other	Greensboro College external site Greensboro, North Carolina	2 graduated with Bachelor’s degree
Applied Mathematics, Other	Merrimack College external site North Andover, Massachusetts	2 graduated with Bachelor’s degree
Applied Mathematics, Other	SUNY Polytechnic Institute external site Utica, New York	0 graduated with Postbaccalaureate certificate 2 graduated with Post-master’s certificate
Applied Mathematics, Other	University of Michigan-Dearborn external site Dearborn, Michigan	2 graduated with Bachelor’s degree
Applied Mathematics, Other	Wichita State University external site Wichita, Kansas	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Post-master’s certificate
Applied Statistics, General	California Baptist University external site Riverside, California	2 graduated with Bachelor’s degree
Applied Statistics, General	Portland State University external site Portland, Oregon	2 graduated with Postbaccalaureate certificate
Applied Statistics, General	University of North Carolina at Greensboro external site Greensboro, North Carolina	2 graduated with Master’s degree
Applied Statistics, General	University of North Dakota external site Grand Forks, North Dakota	2 graduated with Master’s degree
Applied Statistics, General	University of South Alabama external site Mobile, Alabama	2 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Applied Statistics, General	University of South Carolina-Columbia external site Columbia, South Carolina	2 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Artificial Intelligence	American InterContinental University System external site Chandler, Arizona	2 graduated with Less than one year certificate
Artificial Intelligence	Boise State University external site Boise, Idaho	2 graduated with Less than one year certificate
Artificial Intelligence	Concordia University-Wisconsin external site Mequon, Wisconsin	2 graduated with Bachelor’s degree
Artificial Intelligence	Gwynedd Mercy University external site Gwynedd Valley, Pennsylvania	2 graduated with Bachelor’s degree
Artificial Intelligence	James A. Rhodes State College external site Lima, Ohio	2 graduated with One but less than two years certificate
Artificial Intelligence	Kansas State University external site Manhattan, Kansas	2 graduated with Postbaccalaureate certificate
Artificial Intelligence	Montana State University external site Bozeman, Montana	2 graduated with Postbaccalaureate certificate
Artificial Intelligence	National University external site San Diego, California	2 graduated with Postbaccalaureate certificate
Artificial Intelligence	Southern Utah University external site Cedar City, Utah	2 graduated with Less than one year certificate
Artificial Intelligence	Strayer University-Texas external site Farmers Branch, Texas	2 graduated with Postbaccalaureate certificate
Artificial Intelligence	Strayer University-Virginia external site Arlington, Virginia	2 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of South Dakota external site Vermillion, South Dakota	2 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of West Florida external site Pensacola, Florida	2 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Augustana University external site Sioux Falls, South Dakota	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Bioinformatics	California State University-San Bernardino external site San Bernardino, California	2 graduated with Bachelor’s degree
Bioinformatics	Indiana University-Bloomington external site Bloomington, Indiana	2 graduated with Master’s degree
Bioinformatics	Marquette University external site Milwaukee, Wisconsin	0 graduated with Bachelor’s degree 2 graduated with Master’s degree
Bioinformatics	Roosevelt University external site Chicago, Illinois	2 graduated with Bachelor’s degree
Bioinformatics	Saint Edward's University external site Austin, Texas	2 graduated with Bachelor’s degree
Bioinformatics	SUNY Old Westbury external site Old Westbury, New York	2 graduated with Bachelor’s degree
Bioinformatics	University of Wisconsin-Eau Claire external site Eau Claire, Wisconsin	2 graduated with Bachelor’s degree
Bioinformatics	Washington State University external site Pullman, Washington	2 graduated with Postbaccalaureate certificate
Bioinformatics	Wheaton College (Massachusetts) external site Norton, Massachusetts	2 graduated with Bachelor’s degree
Bioinformatics	Whitworth University external site Spokane, Washington	2 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Florida Institute of Technology external site Melbourne, Florida	2 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Swarthmore College external site Swarthmore, Pennsylvania	2 graduated with Bachelor’s degree
Business Analytics	Ashland University external site Ashland, Ohio	1 graduated with Bachelor’s degree 1 graduated with Master’s degree
Business Analytics	Calvin University external site Grand Rapids, Michigan	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Business Analytics	Central Connecticut State University external site New Britain, Connecticut	0 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate
Business Analytics	Columbia College external site Columbia, South Carolina	2 graduated with Bachelor’s degree
Business Analytics	DePauw University external site Greencastle, Indiana	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Business Analytics	Florida SouthWestern State College external site Fort Myers, Florida	2 graduated with Associate’s degree
Business Analytics	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	2 graduated with Postbaccalaureate certificate
Business Analytics	Regis College external site Weston, Massachusetts	2 graduated with Bachelor’s degree
Business Analytics	Southeast Missouri State University external site Cape Girardeau, Missouri	2 graduated with Bachelor’s degree
Business Analytics	Texas A&M University-Kingsville external site Kingsville, Texas	2 graduated with Postbaccalaureate certificate
Business Analytics	Western New England University external site Springfield, Massachusetts	0 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Business Statistics	Mohawk Valley Community College external site Utica, New York	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Business Statistics	University of Akron Main Campus external site Akron, Ohio	2 graduated with Bachelor’s degree
Business Statistics	University of Delaware external site Newark, Delaware	0 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Business Statistics	University of St Francis external site Joliet, Illinois	2 graduated with Bachelor’s degree
Business Statistics	University of the West external site Rosemead, California	2 graduated with Master’s degree
Business Statistics	Wayland Baptist University external site Plainview, Texas	2 graduated with Master’s degree
Business Statistics	Whittier College external site Whittier, California	2 graduated with Bachelor’s degree
Computational and Applied Mathematics	Duquesne University external site Pittsburgh, Pennsylvania	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computational and Applied Mathematics	Louisiana Christian University external site Pineville, Louisiana	2 graduated with Bachelor’s degree
Computational and Applied Mathematics	Michigan Technological University external site Houghton, Michigan	2 graduated with Doctor’s degree – research/scholarship
Computational and Applied Mathematics	New York Institute of Technology external site Old Westbury, New York	2 graduated with Bachelor’s degree
Computational and Applied Mathematics	Oregon Institute of Technology external site Klamath Falls, Oregon	2 graduated with Bachelor’s degree
Computational and Applied Mathematics	Saint Mary's College of California external site Moraga, California	2 graduated with Bachelor’s degree
Computational and Applied Mathematics	Shenandoah University external site Winchester, Virginia	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computational and Applied Mathematics	Utah Tech University external site Saint George, Utah	0 graduated with Less than one year certificate 2 graduated with Bachelor’s degree
Computational and Applied Mathematics	Western Connecticut State University external site Danbury, Connecticut	2 graduated with Bachelor’s degree
Computational and Applied Mathematics	Wittenberg University external site Springfield, Ohio	2 graduated with Bachelor’s degree
Computational Biology	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	2 graduated with Bachelor’s degree
Computational Mathematics	Middle Tennessee State University external site Murfreesboro, Tennessee	2 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	Utah Tech University external site Saint George, Utah	2 graduated with Less than one year certificate
Computational Science	Arkansas State University external site Jonesboro, Arkansas	2 graduated with Bachelor’s degree
Computational Science	Central Michigan University external site Mount Pleasant, Michigan	2 graduated with Bachelor’s degree
Computational Science	Oregon Institute of Technology external site Klamath Falls, Oregon	2 graduated with Bachelor’s degree
Computational Science	Rose State College external site Midwest City, Oklahoma	2 graduated with Associate’s degree
Computational Science	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computational Science	University of Central Oklahoma external site Edmond, Oklahoma	2 graduated with Master’s degree
Computational Science	University of Maine at Augusta external site Augusta, Maine	2 graduated with Bachelor’s degree
Computational Science	University of Massachusetts-Boston external site Boston, Massachusetts	2 graduated with Doctor’s degree – research/scholarship
Computational Science	University of Sioux Falls external site Sioux Falls, South Dakota	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computational Science	Washington University in St Louis external site St. Louis, Missouri	2 graduated with Doctor’s degree – research/scholarship
Computer Science	Adams State University external site Alamosa, Colorado	2 graduated with Bachelor’s degree
Computer Science	Ave Maria University external site Ave Maria, Florida	2 graduated with Bachelor’s degree
Computer Science	Averett University external site Danville, Virginia	2 graduated with Bachelor’s degree
Computer Science	Bethel University external site Mishawaka, Indiana	2 graduated with Bachelor’s degree
Computer Science	Bethune-Cookman University external site Daytona Beach, Florida	2 graduated with Bachelor’s degree
Computer Science	Blackburn College external site Carlinville, Illinois	2 graduated with Bachelor’s degree
Computer Science	Cascadia College external site Bothell, Washington	2 graduated with Associate’s degree
Computer Science	Emmanuel College external site Boston, Massachusetts	2 graduated with Bachelor’s degree
Computer Science	Galveston College external site Galveston, Texas	2 graduated with Associate’s degree
Computer Science	Goshen College external site Goshen, Indiana	2 graduated with Bachelor’s degree
Computer Science	Grace College and Theological Seminary external site Winona Lake, Indiana	2 graduated with Bachelor’s degree
Computer Science	Heritage University external site Toppenish, Washington	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Science	Lake Superior State University external site Sault Ste Marie, Michigan	0 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Science	Le Moyne-Owen College external site Memphis, Tennessee	2 graduated with Bachelor’s degree
Computer Science	Manhattanville University external site Purchase, New York	2 graduated with Bachelor’s degree
Computer Science	Marian University external site Indianapolis, Indiana	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Middle Georgia State University external site Macon, Georgia	2 graduated with Associate’s degree
Computer Science	Milligan University external site Milligan, Tennessee	2 graduated with Bachelor’s degree
Computer Science	New River Community College external site Dublin, Virginia	2 graduated with Associate’s degree
Computer Science	Ottawa University-Online external site Overland Park, Kansas	2 graduated with Bachelor’s degree 0 graduated with Post-master’s certificate
Computer Science	Paradise Valley Community College external site Phoenix, Arizona	2 graduated with Associate’s degree
Computer Science	Pennsylvania Highlands Community College external site Johnstown, Pennsylvania	2 graduated with Associate’s degree
Computer Science	Presbyterian College external site Clinton, South Carolina	2 graduated with Bachelor’s degree
Computer Science	Rockhurst University external site Kansas City, Missouri	2 graduated with Bachelor’s degree
Computer Science	Rocky Mountain College external site Billings, Montana	2 graduated with Bachelor’s degree
Computer Science	Shorter College external site N Little Rock, Arkansas	2 graduated with Associate’s degree
Computer Science	St Bonaventure University external site Saint Bonaventure, New York	2 graduated with Bachelor’s degree
Computer Science	St Clair County Community College external site Port Huron, Michigan	2 graduated with Associate’s degree
Computer Science	Thiel College external site Greenville, Pennsylvania	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Tusculum University external site Greeneville, Tennessee	2 graduated with Bachelor’s degree
Computer Science	University of Cincinnati-Main Campus external site Cincinnati, Ohio	2 graduated with Less than one year certificate
Computer Science	University of Evansville external site Evansville, Indiana	2 graduated with Bachelor’s degree
Computer Science	University of Saint Joseph external site West Hartford, Connecticut	2 graduated with Bachelor’s degree
Computer Science	University of Wisconsin-Platteville external site Platteville, Wisconsin	2 graduated with Bachelor’s degree
Computer Science	Virginia Union University external site Richmond, Virginia	2 graduated with Bachelor’s degree
Computer Science	Washington Adventist University external site Takoma Park, Maryland	0 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Science	York County Community College external site Wells, Maine	2 graduated with Associate’s degree
Data Analytics, General	Allegany College of Maryland external site Cumberland, Maryland	2 graduated with Associate’s degree
Data Analytics, General	Auburn University external site Auburn, Alabama	2 graduated with Postbaccalaureate certificate
Data Analytics, General	Bossier Parish Community College external site Bossier City, Louisiana	2 graduated with Less than one year certificate
Data Analytics, General	Cairn University-Langhorne external site Langhorne, Pennsylvania	2 graduated with Master’s degree
Data Analytics, General	Carlow University external site Pittsburgh, Pennsylvania	2 graduated with Bachelor’s degree
Data Analytics, General	Edmonds College external site Lynnwood, Washington	1 graduated with Less than 12 weeks certificate 1 graduated with Less than one year certificate
Data Analytics, General	Ensign College external site Salt Lake City, Utah	0 graduated with Less than one year certificate 2 graduated with Associate’s degree
Data Analytics, General	Golden Gate University external site San Francisco, California	1 graduated with Less than one year certificate 1 graduated with Bachelor’s degree
Data Analytics, General	Lehigh University external site Bethlehem, Pennsylvania	2 graduated with Postbaccalaureate certificate
Data Analytics, General	Louisiana Tech University external site Ruston, Louisiana	2 graduated with Post-master’s certificate
Data Analytics, General	Ohio Christian University external site Circleville, Ohio	2 graduated with Bachelor’s degree
Data Analytics, General	The University of Texas at Arlington external site Arlington, Texas	2 graduated with Master’s degree
Data Analytics, General	University of Charleston external site Charleston, West Virginia	2 graduated with Bachelor’s degree
Data Analytics, General	Utah Tech University external site Saint George, Utah	2 graduated with Less than one year certificate
Data Analytics, General	Western Oregon University external site Monmouth, Oregon	2 graduated with Bachelor’s degree
Data Analytics, Other	Stevens Institute of Technology external site Hoboken, New Jersey	2 graduated with Postbaccalaureate certificate
Data Analytics, Other	University of Michigan-Flint external site Flint, Michigan	2 graduated with Postbaccalaureate certificate
Data Analytics, Other	University of Wisconsin-Madison external site Madison, Wisconsin	2 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Central Michigan University external site Mount Pleasant, Michigan	1 graduated with Less than one year certificate 1 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	College of Southern Nevada external site Las Vegas, Nevada	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Cypress College external site Cypress, California	2 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Estrella Mountain Community College external site Avondale, Arizona	2 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	2 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Florida Institute of Technology external site Melbourne, Florida	2 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Harvard University external site Cambridge, Massachusetts	2 graduated with Less than 12 weeks certificate
Data Modeling/Warehousing and Database Administration	Kaskaskia College external site Centralia, Illinois	2 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Lipscomb University external site Nashville, Tennessee	0 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Metropolitan State University external site Saint Paul, Minnesota	2 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Oakland Community College external site Auburn Hills, Michigan	2 graduated with One but less than two years certificate
Data Modeling/Warehousing and Database Administration	Remington College-Fort Worth Campus external site North Richland Hills, Texas	2 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Riverside City College external site Riverside, California	0 graduated with Less than 12 weeks certificate 2 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	University of Nebraska at Omaha external site Omaha, Nebraska	2 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Wayne County Community College District external site Detroit, Michigan	0 graduated with Less than one year certificate 2 graduated with One but less than two years certificate
Data Modeling/Warehousing and Database Administration	Weatherford College external site Weatherford, Texas	1 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Data Science, General	Albion College external site Albion, Michigan	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Azusa Pacific University external site Azusa, California	2 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Science, General	Bridgewater College external site Bridgewater, Virginia	2 graduated with Bachelor’s degree
Data Science, General	Bucks County Community College external site Newtown, Pennsylvania	2 graduated with Associate’s degree
Data Science, General	Canisius University external site Buffalo, New York	2 graduated with Bachelor’s degree
Data Science, General	College of Southern Maryland external site La Plata, Maryland	2 graduated with Associate’s degree
Data Science, General	Community College of Denver external site Denver, Colorado	2 graduated with Less than one year certificate
Data Science, General	Cornell College external site Mount Vernon, Iowa	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Earlham College external site Richmond, Indiana	2 graduated with Bachelor’s degree
Data Science, General	East Stroudsburg University of Pennsylvania external site East Stroudsburg, Pennsylvania	2 graduated with Less than one year certificate
Data Science, General	Fox Valley Technical College external site Appleton, Wisconsin	2 graduated with Associate’s degree
Data Science, General	Franklin College external site Franklin, Indiana	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	High Point University external site High Point, North Carolina	2 graduated with Bachelor’s degree
Data Science, General	Lebanon Valley College external site Annville, Pennsylvania	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Montana State University external site Bozeman, Montana	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	North Carolina State University at Raleigh external site Raleigh, North Carolina	2 graduated with Less than one year certificate
Data Science, General	Northcentral Technical College external site Wausau, Wisconsin	2 graduated with Associate’s degree
Data Science, General	Olivet Nazarene University external site Bourbonnais, Illinois	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Rhode Island College external site Providence, Rhode Island	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Saint Ambrose University external site Davenport, Iowa	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Saint Anselm College external site Manchester, New Hampshire	2 graduated with Bachelor’s degree
Data Science, General	South Dakota School of Mines and Technology external site Rapid City, South Dakota	2 graduated with Doctor’s degree – research/scholarship
Data Science, General	University of Alabama in Huntsville external site Huntsville, Alabama	1 graduated with Less than one year certificate 1 graduated with Postbaccalaureate certificate
Data Science, General	University of Central Oklahoma external site Edmond, Oklahoma	2 graduated with Bachelor’s degree
Data Science, General	University of Hartford external site West Hartford, Connecticut	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	University of Health Sciences and Pharmacy in St. Louis external site Saint Louis, Missouri	2 graduated with Bachelor’s degree
Data Science, General	University of Mount Union external site Alliance, Ohio	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	University of the Incarnate Word external site San Antonio, Texas	2 graduated with Bachelor’s degree
Data Science, General	University of Wisconsin-Superior external site Superior, Wisconsin	1 graduated with Less than one year certificate 1 graduated with Master’s degree
Data Science, General	Washington College external site Chestertown, Maryland	2 graduated with Bachelor’s degree
Data Science, Other	Weber State University external site Ogden, Utah	2 graduated with Less than one year certificate
Econometrics and Quantitative Economics	Augustana University external site Sioux Falls, South Dakota	2 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Ave Maria University external site Ave Maria, Florida	2 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Bard College external site Annandale-On-Hudson, New York	2 graduated with Master’s degree
Econometrics and Quantitative Economics	California Lutheran University external site Thousand Oaks, California	2 graduated with Master’s degree
Econometrics and Quantitative Economics	Earlham College external site Richmond, Indiana	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Hofstra University external site Hempstead, New York	2 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Pittsburg State University external site Pittsburg, Kansas	2 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	The University of Texas at San Antonio external site San Antonio, Texas	2 graduated with Master’s degree
Econometrics and Quantitative Economics	University of California-Merced external site Merced, California	1 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Iowa external site Iowa City, Iowa	0 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Financial Analytics	Kennesaw State University external site Kennesaw, Georgia	2 graduated with Postbaccalaureate certificate
Financial Analytics	Oklahoma City University external site Oklahoma City, Oklahoma	2 graduated with Master’s degree
Financial Analytics	Sacred Heart University external site Fairfield, Connecticut	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Financial Analytics	The University of Texas at Tyler external site Tyler, Texas	2 graduated with Master’s degree
Financial Mathematics	St. John's University-New York external site Queens, New York	2 graduated with Bachelor’s degree
Information Technology	Barry University external site Miami, Florida	2 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Technology	Bentley University external site Waltham, Massachusetts	0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree 1 graduated with Post-master’s certificate
Information Technology	Cairn University-Langhorne external site Langhorne, Pennsylvania	2 graduated with Bachelor’s degree
Information Technology	College of Marin external site Kentfield, California	0 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Technology	Drury University-College of Continuing Professional Studies external site Springfield, Missouri	2 graduated with Less than one year certificate
Information Technology	Georgia Southwestern State University external site Americus, Georgia	2 graduated with Bachelor’s degree
Information Technology	Lake Michigan College external site Benton Harbor, Michigan	2 graduated with Less than one year certificate
Information Technology	Le Moyne-Owen College external site Memphis, Tennessee	2 graduated with Bachelor’s degree
Information Technology	Lincoln University external site Lincoln University, Pennsylvania	2 graduated with Bachelor’s degree
Information Technology	Little Big Horn College external site Crow Agency, Montana	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Technology	Lorain County Community College external site Elyria, Ohio	2 graduated with Less than one year certificate
Information Technology	Miami University-Middletown external site Middletown, Ohio	2 graduated with Bachelor’s degree
Information Technology	Muskingum University external site New Concord, Ohio	2 graduated with Bachelor’s degree
Information Technology	Pasadena City College external site Pasadena, California	1 graduated with Less than one year certificate 1 graduated with Associate’s degree
Information Technology	San Juan College external site Farmington, New Mexico	2 graduated with Less than one year certificate
Information Technology	Shasta College external site Redding, California	2 graduated with Associate’s degree
Information Technology	Sierra College external site Rocklin, California	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Technology	Sitting Bull College external site Fort Yates, North Dakota	2 graduated with Associate’s degree
Information Technology	Southern Adventist University external site Collegedale, Tennessee	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 2 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Information Technology	State University of New York at Plattsburgh external site Plattsburgh, New York	2 graduated with Bachelor’s degree
Information Technology	United States Military Academy external site West Point, New York	2 graduated with Bachelor’s degree
Information Technology	University of Tulsa external site Tulsa, Oklahoma	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Management Science	Alma College external site Alma, Michigan	2 graduated with Bachelor’s degree
Management Science	Amberton University external site Garland, Texas	2 graduated with Master’s degree
Management Science	Athens State University external site Athens, Alabama	2 graduated with Postbaccalaureate certificate
Management Science	Concordia University-Wisconsin external site Mequon, Wisconsin	2 graduated with Master’s degree
Management Science	Ensign College external site Salt Lake City, Utah	2 graduated with Less than one year certificate 0 graduated with Associate’s degree
Management Science	Indiana University-Indianapolis external site Indianapolis, Indiana	2 graduated with Postbaccalaureate certificate
Management Science	Inter American University of Puerto Rico-Metro external site San Juan, Puerto Rico	2 graduated with Master’s degree
Management Science	Norwich University external site Northfield, Vermont	2 graduated with Bachelor’s degree 0 graduated with Master’s degree
Management Science	Paradise Valley Community College external site Phoenix, Arizona	2 graduated with Less than one year certificate
Management Science	Susquehanna University external site Selinsgrove, Pennsylvania	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Management Science	Trine University-Regional/Non-Traditional Campuses external site Angola, Indiana	2 graduated with Master’s degree
Management Science	University of New Orleans external site New Orleans, Louisiana	1 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate 1 graduated with Post-master’s certificate
Management Science	Widener University external site Chester, Pennsylvania	2 graduated with Master’s degree
Management Science	William Paterson University of New Jersey external site Wayne, New Jersey	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Mathematical Statistics and Probability	Calvin University external site Grand Rapids, Michigan	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Loyola University Chicago external site Chicago, Illinois	2 graduated with Bachelor’s degree
Mathematics and Computer Science	Michigan Technological University external site Houghton, Michigan	2 graduated with Bachelor’s degree
Mathematics and Computer Science	Southern Oregon University external site Ashland, Oregon	2 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics and Statistics	Texas A&M University-Kingsville external site Kingsville, Texas	2 graduated with Master’s degree
Mathematics and Statistics, Other	Coppin State University external site Baltimore, Maryland	2 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Saint Xavier University external site Chicago, Illinois	2 graduated with Bachelor’s degree
Mathematics, General	Albany State University external site Albany, Georgia	2 graduated with Bachelor’s degree
Mathematics, General	Alvernia University external site Reading, Pennsylvania	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Asbury University external site Wilmore, Kentucky	2 graduated with Bachelor’s degree
Mathematics, General	Barnard College external site New York, New York	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Barstow Community College external site Barstow, California	2 graduated with Associate’s degree
Mathematics, General	Barton College external site Wilson, North Carolina	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Bethany College external site Lindsborg, Kansas	2 graduated with Bachelor’s degree
Mathematics, General	Bethany College external site Bethany, West Virginia	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Bethel University external site McKenzie, Tennessee	2 graduated with Bachelor’s degree
Mathematics, General	Brigham Young University-Hawaii external site Laie, Hawaii	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Buena Vista University external site Storm Lake, Iowa	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Central State University external site Wilberforce, Ohio	2 graduated with Bachelor’s degree
Mathematics, General	Central Wyoming College external site Riverton, Wyoming	2 graduated with Associate’s degree
Mathematics, General	Chadron State College external site Chadron, Nebraska	2 graduated with Bachelor’s degree
Mathematics, General	Chatham University external site Pittsburgh, Pennsylvania	2 graduated with Bachelor’s degree
Mathematics, General	Chestnut Hill College external site Philadelphia, Pennsylvania	2 graduated with Bachelor’s degree
Mathematics, General	Clayton State University external site Morrow, Georgia	2 graduated with Bachelor’s degree
Mathematics, General	Coalinga College external site Coalinga, California	2 graduated with Associate’s degree
Mathematics, General	College of the Mainland external site Texas City, Texas	2 graduated with Associate’s degree
Mathematics, General	College of the Ozarks external site Point Lookout, Missouri	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Columbia College external site Columbia, Missouri	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Compton College external site Compton, California	2 graduated with Associate’s degree
Mathematics, General	Concordia University-Chicago external site River Forest, Illinois	2 graduated with Bachelor’s degree
Mathematics, General	Concordia University-Irvine external site Irvine, California	2 graduated with Bachelor’s degree
Mathematics, General	Concordia University-Saint Paul external site Saint Paul, Minnesota	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Copiah-Lincoln Community College external site Wesson, Mississippi	2 graduated with Associate’s degree
Mathematics, General	Cornerstone University external site Grand Rapids, Michigan	2 graduated with Bachelor’s degree
Mathematics, General	Covenant College external site Lookout Mountain, Georgia	2 graduated with Bachelor’s degree
Mathematics, General	Cumberland University external site Lebanon, Tennessee	2 graduated with Bachelor’s degree
Mathematics, General	Dakota Wesleyan University external site Mitchell, South Dakota	2 graduated with Bachelor’s degree
Mathematics, General	Davis & Elkins College external site Elkins, West Virginia	2 graduated with Bachelor’s degree
Mathematics, General	Del Mar College external site Corpus Christi, Texas	2 graduated with Associate’s degree
Mathematics, General	Delaware State University external site Dover, Delaware	1 graduated with Bachelor’s degree 1 graduated with Master’s degree
Mathematics, General	Earlham College external site Richmond, Indiana	2 graduated with Bachelor’s degree
Mathematics, General	East Central University external site Ada, Oklahoma	2 graduated with Bachelor’s degree
Mathematics, General	Eastern Arizona College external site Thatcher, Arizona	2 graduated with Associate’s degree
Mathematics, General	Emmanuel University external site Franklin Springs, Georgia	2 graduated with Bachelor’s degree
Mathematics, General	Fairleigh Dickinson University-Florham Campus external site Madison, New Jersey	2 graduated with Bachelor’s degree
Mathematics, General	Greensboro College external site Greensboro, North Carolina	2 graduated with Bachelor’s degree
Mathematics, General	Greenville University external site Greenville, Illinois	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Hamline University external site Saint Paul, Minnesota	2 graduated with Bachelor’s degree
Mathematics, General	Hanover College external site Hanover, Indiana	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Hardin-Simmons University external site Abilene, Texas	2 graduated with Bachelor’s degree
Mathematics, General	Harrisburg Area Community College external site Harrisburg, Pennsylvania	2 graduated with Associate’s degree
Mathematics, General	Hawaii Pacific University external site Honolulu, Hawaii	2 graduated with Bachelor’s degree
Mathematics, General	Holy Family University external site Philadelphia, Pennsylvania	2 graduated with Bachelor’s degree
Mathematics, General	Indiana Wesleyan University-Marion external site Marion, Indiana	2 graduated with Bachelor’s degree
Mathematics, General	Juniata College external site Huntingdon, Pennsylvania	2 graduated with Bachelor’s degree
Mathematics, General	Kentucky State University external site Frankfort, Kentucky	2 graduated with Bachelor’s degree
Mathematics, General	Kentucky Wesleyan College external site Owensboro, Kentucky	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	King's College external site Wilkes-Barre, Pennsylvania	2 graduated with Bachelor’s degree
Mathematics, General	Lane College external site Jackson, Tennessee	2 graduated with Bachelor’s degree
Mathematics, General	Lincoln University external site Lincoln University, Pennsylvania	2 graduated with Bachelor’s degree
Mathematics, General	Lindsey Wilson University external site Columbia, Kentucky	2 graduated with Bachelor’s degree
Mathematics, General	Little Big Horn College external site Crow Agency, Montana	2 graduated with Associate’s degree
Mathematics, General	Lyon College external site Batesville, Arkansas	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Madonna University external site Livonia, Michigan	0 graduated with One but less than two years certificate 2 graduated with Bachelor’s degree
Mathematics, General	Marietta College external site Marietta, Ohio	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Mary Baldwin University external site Staunton, Virginia	2 graduated with Bachelor’s degree
Mathematics, General	Massachusetts College of Liberal Arts external site North Adams, Massachusetts	2 graduated with Bachelor’s degree
Mathematics, General	McMurry University external site Abilene, Texas	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Mercer University external site Macon, Georgia	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Midland University external site Fremont, Nebraska	2 graduated with Bachelor’s degree
Mathematics, General	Millsaps College external site Jackson, Mississippi	2 graduated with Bachelor’s degree
Mathematics, General	Minnesota State University Moorhead external site Moorhead, Minnesota	2 graduated with Bachelor’s degree
Mathematics, General	Minot State University external site Minot, North Dakota	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Misericordia University external site Dallas, Pennsylvania	2 graduated with Bachelor’s degree
Mathematics, General	Montana State University Billings external site Billings, Montana	2 graduated with Bachelor’s degree
Mathematics, General	Montana Technological University external site Butte, Montana	2 graduated with Bachelor’s degree
Mathematics, General	Morgan State University external site Baltimore, Maryland	0 graduated with Bachelor’s degree 0 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Mount St. Joseph University external site Cincinnati, Ohio	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Nashua Community College external site Nashua, New Hampshire	2 graduated with Associate’s degree
Mathematics, General	NHTI-Concord's Community College external site Concord, New Hampshire	2 graduated with Associate’s degree
Mathematics, General	North Carolina Central University external site Durham, North Carolina	1 graduated with Bachelor’s degree 1 graduated with Master’s degree
Mathematics, General	Northampton County Area Community College external site Bethlehem, Pennsylvania	2 graduated with Associate’s degree
Mathematics, General	Northern State University external site Aberdeen, South Dakota	1 graduated with Less than one year certificate 1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Mathematics, General	Northwest Mississippi Community College external site Senatobia, Mississippi	2 graduated with Associate’s degree
Mathematics, General	Notre Dame of Maryland University external site Baltimore, Maryland	2 graduated with Bachelor’s degree
Mathematics, General	Odessa College external site Odessa, Texas	2 graduated with Associate’s degree
Mathematics, General	Oklahoma Christian University external site Edmond, Oklahoma	2 graduated with Bachelor’s degree
Mathematics, General	Oklahoma Wesleyan University external site Bartlesville, Oklahoma	1 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Mathematics, General	Olivet Nazarene University external site Bourbonnais, Illinois	2 graduated with Bachelor’s degree
Mathematics, General	Ottawa University-Online external site Overland Park, Kansas	2 graduated with Bachelor’s degree
Mathematics, General	Ozarks Technical Community College external site Springfield, Missouri	2 graduated with Associate’s degree
Mathematics, General	Philander Smith University external site Little Rock, Arkansas	2 graduated with Bachelor’s degree
Mathematics, General	Rust College external site Holly Springs, Mississippi	2 graduated with Bachelor’s degree
Mathematics, General	Saginaw Valley State University external site University Center, Michigan	2 graduated with Bachelor’s degree
Mathematics, General	Saint Michael's College external site Colchester, Vermont	2 graduated with Bachelor’s degree
Mathematics, General	Scottsdale Community College external site Scottsdale, Arizona	2 graduated with Associate’s degree
Mathematics, General	Siena Heights University external site Adrian, Michigan	2 graduated with Bachelor’s degree
Mathematics, General	Simmons University external site Boston, Massachusetts	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	South Mountain Community College external site Phoenix, Arizona	2 graduated with Associate’s degree
Mathematics, General	Southern University at New Orleans external site New Orleans, Louisiana	2 graduated with Bachelor’s degree
Mathematics, General	Southern Wesleyan University external site Central, South Carolina	2 graduated with Bachelor’s degree
Mathematics, General	Southwestern College external site Winfield, Kansas	2 graduated with Bachelor’s degree
Mathematics, General	Southwestern Oklahoma State University external site Weatherford, Oklahoma	2 graduated with Bachelor’s degree
Mathematics, General	Springfield College external site Springfield, Massachusetts	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	St. Thomas Aquinas College external site Sparkill, New York	2 graduated with Bachelor’s degree
Mathematics, General	Stonehill College external site Easton, Massachusetts	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Sul Ross State University external site Alpine, Texas	2 graduated with Bachelor’s degree
Mathematics, General	SUNY Broome Community College external site Binghamton, New York	2 graduated with Associate’s degree
Mathematics, General	Tabor College external site Hillsboro, Kansas	2 graduated with Bachelor’s degree
Mathematics, General	Talladega College external site Talladega, Alabama	2 graduated with Bachelor’s degree
Mathematics, General	Texas A&M University-Texarkana external site Texarkana, Texas	2 graduated with Bachelor’s degree
Mathematics, General	Texas A&M University-Victoria external site Victoria, Texas	2 graduated with Bachelor’s degree
Mathematics, General	The College of Saint Scholastica external site Duluth, Minnesota	2 graduated with Bachelor’s degree
Mathematics, General	The University of Montana-Western external site Dillon, Montana	2 graduated with Bachelor’s degree
Mathematics, General	The University of Olivet external site Olivet, Michigan	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	The University of Tennessee Southern external site Pulaski, Tennessee	2 graduated with Bachelor’s degree
Mathematics, General	Tougaloo College external site Tougaloo, Mississippi	2 graduated with Bachelor’s degree
Mathematics, General	Trevecca Nazarene University external site Nashville, Tennessee	0 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Mathematics, General	Union Adventist University external site Lincoln, Nebraska	2 graduated with Bachelor’s degree
Mathematics, General	University of Guam external site Mangilao, Guam	2 graduated with Bachelor’s degree
Mathematics, General	University of Hawaii at Hilo external site Hilo, Hawaii	2 graduated with Bachelor’s degree
Mathematics, General	University of La Verne external site La Verne, California	2 graduated with Bachelor’s degree
Mathematics, General	University of Maine at Presque Isle external site Presque Isle, Maine	2 graduated with Bachelor’s degree
Mathematics, General	University of Mary external site Bismarck, North Dakota	2 graduated with Bachelor’s degree
Mathematics, General	University of Mary Hardin-Baylor external site Belton, Texas	2 graduated with Bachelor’s degree
Mathematics, General	University of Missouri-Kansas City external site Kansas City, Missouri	2 graduated with Master’s degree
Mathematics, General	University of Nebraska at Kearney external site Kearney, Nebraska	2 graduated with Bachelor’s degree
Mathematics, General	University of Science and Arts of Oklahoma external site Chickasha, Oklahoma	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of South Carolina Beaufort external site Bluffton, South Carolina	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of St Thomas external site Houston, Texas	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	University of the Pacific external site Stockton, California	2 graduated with Bachelor’s degree
Mathematics, General	University of the Virgin Islands external site Charlotte Amalie, Virgin Islands	2 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	University of West Alabama external site Livingston, Alabama	2 graduated with Bachelor’s degree
Mathematics, General	Valley Forge Military College external site Wayne, Pennsylvania	2 graduated with Associate’s degree
Mathematics, General	Valparaiso University external site Valparaiso, Indiana	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics, General	Walla Walla University external site College Place, Washington	2 graduated with Bachelor’s degree
Mathematics, General	Wilkes University external site Wilkes-Barre, Pennsylvania	2 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics, General	William Jessup University external site Rocklin, California	2 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Oakton College external site Des Plaines, Illinois	2 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	University of Idaho external site Moscow, Idaho	2 graduated with Master’s degree
Statistics, General	Adelphi University external site Garden City, New York	2 graduated with Bachelor’s degree
Statistics, General	College of Charleston external site Charleston, South Carolina	2 graduated with Bachelor’s degree
Statistics, General	Dordt University external site Sioux Center, Iowa	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	Stevens Institute of Technology external site Hoboken, New Jersey	2 graduated with Postbaccalaureate certificate
Statistics, General	SUNY Oneonta external site Oneonta, New York	2 graduated with Bachelor’s degree
Statistics, General	The University of Texas Rio Grande Valley external site Edinburg, Texas	2 graduated with Bachelor’s degree
Statistics, General	University of Lynchburg external site Lynchburg, Virginia	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	Ursinus College external site Collegeville, Pennsylvania	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Bowie State University external site Bowie, Maryland	0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Applied Mathematics, General	Cleveland State University external site Cleveland, Ohio	1 graduated with Postbaccalaureate certificate
Applied Mathematics, General	Community College of Rhode Island external site Warwick, Rhode Island	1 graduated with Less than one year certificate
Applied Mathematics, General	Emmaus Bible College external site Dubuque, Iowa	1 graduated with Bachelor’s degree
Applied Mathematics, General	Evangel University external site Springfield, Missouri	1 graduated with Bachelor’s degree
Applied Mathematics, General	Fresno Pacific University external site Fresno, California	1 graduated with Bachelor’s degree
Applied Mathematics, General	George Washington University external site Washington, District of Columbia	1 graduated with Master’s degree
Applied Mathematics, General	Indiana University-East external site Richmond, Indiana	1 graduated with Less than one year certificate
Applied Mathematics, General	Lasell University external site Newton, Massachusetts	1 graduated with Bachelor’s degree
Applied Mathematics, General	Manchester University external site North Manchester, Indiana	1 graduated with Bachelor’s degree
Applied Mathematics, General	Mary Baldwin University external site Staunton, Virginia	1 graduated with Bachelor’s degree
Applied Mathematics, General	McDaniel College external site Westminster, Maryland	1 graduated with Bachelor’s degree
Applied Mathematics, General	Neumann University external site Aston, Pennsylvania	1 graduated with Bachelor’s degree
Applied Mathematics, General	New Mexico Institute of Mining and Technology external site Socorro, New Mexico	1 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Ramapo College of New Jersey external site Mahwah, New Jersey	1 graduated with Master’s degree
Applied Mathematics, General	Rutgers University-Newark external site Newark, New Jersey	1 graduated with Bachelor’s degree
Applied Mathematics, General	Saint Mary's College external site Notre Dame, Indiana	1 graduated with Bachelor’s degree
Applied Mathematics, General	Santa Clara University external site Santa Clara, California	1 graduated with Master’s degree
Applied Mathematics, General	Seattle Pacific University external site Seattle, Washington	1 graduated with Bachelor’s degree
Applied Mathematics, General	Shepherd University external site Shepherdstown, West Virginia	1 graduated with Bachelor’s degree
Applied Mathematics, General	Simon's Rock at Bard College external site Barrytown, New York	1 graduated with Bachelor’s degree
Applied Mathematics, General	Southeastern University external site Lakeland, Florida	1 graduated with Bachelor’s degree
Applied Mathematics, General	State University of New York at Oswego external site Oswego, New York	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Applied Mathematics, General	Towson University external site Towson, Maryland	1 graduated with Master’s degree
Applied Mathematics, General	University at Albany external site Albany, New York	1 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Applied Mathematics, General	University of Central Arkansas external site Conway, Arkansas	1 graduated with Master’s degree
Applied Mathematics, General	University of Massachusetts-Lowell external site Lowell, Massachusetts	1 graduated with Bachelor’s degree
Applied Mathematics, General	University of Missouri-Columbia external site Columbia, Missouri	1 graduated with Master’s degree
Applied Mathematics, General	University of Mobile external site Mobile, Alabama	1 graduated with Bachelor’s degree
Applied Mathematics, General	University of New England external site Biddeford, Maine	1 graduated with Bachelor’s degree
Applied Mathematics, General	University of Pittsburgh-Greensburg external site Greensburg, Pennsylvania	1 graduated with Bachelor’s degree
Applied Mathematics, General	University of Portland external site Portland, Oregon	1 graduated with Bachelor’s degree
Applied Mathematics, General	University of Sioux Falls external site Sioux Falls, South Dakota	1 graduated with Bachelor’s degree
Applied Mathematics, General	Wesleyan College external site Macon, Georgia	1 graduated with Bachelor’s degree
Applied Mathematics, General	Western Michigan University external site Kalamazoo, Michigan	1 graduated with Bachelor’s degree
Applied Mathematics, General	Wright State University-Main Campus external site Dayton, Ohio	1 graduated with Master’s degree
Applied Mathematics, Other	Belmont University external site Nashville, Tennessee	1 graduated with Bachelor’s degree
Applied Mathematics, Other	Berea College external site Berea, Kentucky	1 graduated with Bachelor’s degree
Applied Mathematics, Other	Keene State College external site Keene, New Hampshire	1 graduated with Bachelor’s degree
Applied Mathematics, Other	Lesley University external site Cambridge, Massachusetts	1 graduated with Bachelor’s degree
Applied Mathematics, Other	McKendree University external site Lebanon, Illinois	1 graduated with Bachelor’s degree
Applied Statistics, General	Claremont Graduate University external site Claremont, California	1 graduated with Master’s degree
Applied Statistics, General	Emporia State University external site Emporia, Kansas	1 graduated with Postbaccalaureate certificate
Applied Statistics, General	Fairfield University external site Fairfield, Connecticut	1 graduated with Postbaccalaureate certificate
Applied Statistics, General	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	1 graduated with Bachelor’s degree
Applied Statistics, General	University of Pennsylvania external site Philadelphia, Pennsylvania	1 graduated with Master’s degree
Applied Statistics, General	Western Colorado University external site Gunnison, Colorado	1 graduated with Less than one year certificate
Artificial Intelligence	Central Piedmont Community College external site Charlotte, North Carolina	1 graduated with Less than one year certificate 0 graduated with Associate’s degree
Artificial Intelligence	Dallas Baptist University external site Dallas, Texas	1 graduated with Master’s degree
Artificial Intelligence	Ferris State University external site Big Rapids, Michigan	0 graduated with Less than one year certificate 1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Lawrence Technological University external site Southfield, Michigan	1 graduated with Master’s degree
Artificial Intelligence	Marquette University external site Milwaukee, Wisconsin	1 graduated with Postbaccalaureate certificate
Artificial Intelligence	Norwich University external site Northfield, Vermont	1 graduated with Postbaccalaureate certificate
Artificial Intelligence	Pennsylvania State University-Penn State Abington external site Abington, Pennsylvania	1 graduated with Master’s degree
Artificial Intelligence	Saint Peter's University external site Jersey City, New Jersey	1 graduated with Bachelor’s degree
Artificial Intelligence	Stony Brook University external site Stony Brook, New York	1 graduated with Master’s degree
Artificial Intelligence	Strayer University-New Jersey external site Piscataway, New Jersey	1 graduated with Postbaccalaureate certificate
Artificial Intelligence	The College of Saint Scholastica external site Duluth, Minnesota	1 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Maryland Global Campus external site Adelphi, Maryland	1 graduated with Two but less than 4 years certificate
Artificial Intelligence	University of Rochester external site Rochester, New York	1 graduated with Master’s degree
Bioinformatics	Case Western Reserve University external site Cleveland, Ohio	1 graduated with Postbaccalaureate certificate
Bioinformatics	Icahn School of Medicine at Mount Sinai external site New York, New York	1 graduated with Master’s degree
Bioinformatics	Montgomery College external site Rockville, Maryland	1 graduated with Associate’s degree
Bioinformatics	Ohio State University-Main Campus external site Columbus, Ohio	1 graduated with Postbaccalaureate certificate
Bioinformatics	St. Mary's University external site San Antonio, Texas	1 graduated with Bachelor’s degree
Bioinformatics	University of Nebraska Medical Center external site Omaha, Nebraska	1 graduated with Doctor’s degree – research/scholarship
Bioinformatics	University of Rochester external site Rochester, New York	1 graduated with Postbaccalaureate certificate
Bioinformatics	University of South Dakota external site Vermillion, South Dakota	1 graduated with Postbaccalaureate certificate
Bioinformatics	Walsh University external site North Canton, Ohio	1 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	La Sierra University external site Riverside, California	0 graduated with Two but less than 4 years certificate 1 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Scripps College external site Claremont, California	1 graduated with Bachelor’s degree
Business Analytics	Averett University external site Danville, Virginia	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Business Analytics	Bellarmine University external site Louisville, Kentucky	1 graduated with Postbaccalaureate certificate
Business Analytics	Bucks County Community College external site Newtown, Pennsylvania	1 graduated with Less than one year certificate
Business Analytics	Eastern Michigan University external site Ypsilanti, Michigan	1 graduated with Master’s degree
Business Analytics	Lee University external site Cleveland, Tennessee	1 graduated with Bachelor’s degree
Business Analytics	Michigan Technological University external site Houghton, Michigan	1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Business Analytics	Rollins College external site Winter Park, Florida	1 graduated with Postbaccalaureate certificate
Business Analytics	San Francisco Bay University external site Fremont, California	1 graduated with Master’s degree
Business Analytics	University of Northern Iowa external site Cedar Falls, Iowa	1 graduated with Bachelor’s degree
Business Statistics	Anne Arundel Community College external site Arnold, Maryland	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Business Statistics	Thomas College external site Waterville, Maine	1 graduated with Bachelor’s degree
Business Statistics	University of the Southwest external site Hobbs, New Mexico	0 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Business Statistics	University of Wisconsin-Superior external site Superior, Wisconsin	1 graduated with Bachelor’s degree
Business Statistics	Utica University external site Utica, New York	1 graduated with Bachelor’s degree
Business Statistics	Young Harris College external site Young Harris, Georgia	1 graduated with Bachelor’s degree
Computational and Applied Mathematics	California State Polytechnic University-Pomona external site Pomona, California	1 graduated with Master’s degree
Computational and Applied Mathematics	Emmanuel College external site Boston, Massachusetts	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computational and Applied Mathematics	Le Moyne College external site Syracuse, New York	1 graduated with Bachelor’s degree
Computational and Applied Mathematics	Pennsylvania Western University external site California, Pennsylvania	1 graduated with Master’s degree
Computational and Applied Mathematics	Saint Leo University external site Saint Leo, Florida	1 graduated with Bachelor’s degree
Computational and Applied Mathematics	Southwest Minnesota State University external site Marshall, Minnesota	1 graduated with Bachelor’s degree
Computational and Applied Mathematics	Susquehanna University external site Selinsgrove, Pennsylvania	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computational and Applied Mathematics	University at Buffalo external site Buffalo, New York	1 graduated with Master’s degree
Computational and Applied Mathematics	University of Central Oklahoma external site Edmond, Oklahoma	1 graduated with Master’s degree
Computational and Applied Mathematics	Western Michigan University external site Kalamazoo, Michigan	1 graduated with Master’s degree
Computational Biology	Columbia University in the City of New York external site New York, New York	1 graduated with Bachelor’s degree
Computational Biology	Haverford College external site Haverford, Pennsylvania	1 graduated with Bachelor’s degree
Computational Biology	Mississippi State University external site Mississippi State, Mississippi	0 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	Claremont Graduate University external site Claremont, California	1 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	Marquette University external site Milwaukee, Wisconsin	1 graduated with Bachelor’s degree
Computational Mathematics	McKendree University external site Lebanon, Illinois	1 graduated with Bachelor’s degree
Computational Mathematics	Southwestern University external site Georgetown, Texas	1 graduated with Bachelor’s degree
Computational Science	Duke University external site Durham, North Carolina	1 graduated with Bachelor’s degree
Computational Science	George Mason University external site Fairfax, Virginia	1 graduated with Postbaccalaureate certificate
Computational Science	Indiana University-Northwest external site Gary, Indiana	1 graduated with Bachelor’s degree
Computational Science	Mercer University external site Macon, Georgia	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Augusta University external site Augusta, Georgia	1 graduated with Bachelor’s degree
Computer Science	Big Bend Community College external site Moses Lake, Washington	1 graduated with Associate’s degree
Computer Science	Blue Ridge Community College external site Weyers Cave, Virginia	1 graduated with Associate’s degree
Computer Science	Chaminade University of Honolulu external site Honolulu, Hawaii	1 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Computer Science	Community College of Vermont external site Montpelier, Vermont	1 graduated with Less than one year certificate
Computer Science	Concordia University Ann Arbor external site Ann Arbor, Michigan	0 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	Emmaus Bible College external site Dubuque, Iowa	1 graduated with Bachelor’s degree
Computer Science	Ferris State University external site Big Rapids, Michigan	1 graduated with Postbaccalaureate certificate
Computer Science	Ferrum College external site Ferrum, Virginia	1 graduated with Bachelor’s degree
Computer Science	Friends University external site Wichita, Kansas	1 graduated with Bachelor’s degree
Computer Science	Highline College external site Des Moines, Washington	1 graduated with Associate’s degree
Computer Science	Hiram College external site Hiram, Ohio	1 graduated with Bachelor’s degree
Computer Science	Jackson State University external site Jackson, Mississippi	1 graduated with Doctor’s degree – research/scholarship
Computer Science	King's College external site Wilkes-Barre, Pennsylvania	1 graduated with Bachelor’s degree
Computer Science	Lakeland Community College external site Kirtland, Ohio	1 graduated with Associate’s degree
Computer Science	Louisiana Christian University external site Pineville, Louisiana	1 graduated with Bachelor’s degree
Computer Science	Lourdes University external site Sylvania, Ohio	1 graduated with Bachelor’s degree
Computer Science	Mary Baldwin University external site Staunton, Virginia	1 graduated with Bachelor’s degree
Computer Science	Mendocino College external site Ukiah, California	1 graduated with Associate’s degree
Computer Science	Mississippi Delta Community College external site Moorhead, Mississippi	1 graduated with Associate’s degree
Computer Science	Missouri University of Science and Technology external site Rolla, Missouri	1 graduated with Postbaccalaureate certificate
Computer Science	Olivet Nazarene University external site Bourbonnais, Illinois	1 graduated with Bachelor’s degree
Computer Science	Ottawa University-Kansas City external site Overland Park, Kansas	1 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Science	Ottawa University-Milwaukee external site Brookfield, Wisconsin	1 graduated with Bachelor’s degree
Computer Science	Paul D Camp Community College external site Franklin, Virginia	1 graduated with Associate’s degree
Computer Science	Randolph College external site Lynchburg, Virginia	1 graduated with Bachelor’s degree
Computer Science	Roberts Wesleyan University external site Rochester, New York	1 graduated with Bachelor’s degree
Computer Science	San Jose City College external site San Jose, California	1 graduated with Associate’s degree
Computer Science	Scripps College external site Claremont, California	1 graduated with Bachelor’s degree
Computer Science	Southwestern Oklahoma State University external site Weatherford, Oklahoma	1 graduated with Associate’s degree
Computer Science	Spring Hill College external site Mobile, Alabama	1 graduated with Bachelor’s degree
Computer Science	SUNY College of Technology at Alfred external site Alfred, New York	1 graduated with Associate’s degree
Computer Science	University of Northern Colorado external site Greeley, Colorado	1 graduated with Bachelor’s degree
Computer Science	University of Southern Mississippi external site Hattiesburg, Mississippi	1 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Washington-Tacoma Campus external site Tacoma, Washington	1 graduated with Master’s degree
Computer Science	Virginia Highlands Community College external site Abingdon, Virginia	1 graduated with Associate’s degree
Computer Science	Virginia Western Community College external site Roanoke, Virginia	1 graduated with Associate’s degree
Computer Science	Wilberforce University external site Wilberforce, Ohio	1 graduated with Bachelor’s degree
Data Analytics, General	American University external site Washington, District of Columbia	1 graduated with Less than one year certificate
Data Analytics, General	Anoka Technical College external site Anoka, Minnesota	1 graduated with Less than one year certificate
Data Analytics, General	Bowie State University external site Bowie, Maryland	1 graduated with Less than one year certificate
Data Analytics, General	Bridgewater State University external site Bridgewater, Massachusetts	1 graduated with Less than 12 weeks certificate
Data Analytics, General	Case Western Reserve University external site Cleveland, Ohio	1 graduated with Postbaccalaureate certificate
Data Analytics, General	Florida Southern College external site Lakeland, Florida	1 graduated with Bachelor’s degree
Data Analytics, General	Grambling State University external site Grambling, Louisiana	1 graduated with Less than one year certificate
Data Analytics, General	Guilford College external site Greensboro, North Carolina	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, General	Lasell University external site Newton, Massachusetts	1 graduated with Bachelor’s degree
Data Analytics, General	Middle Georgia State University external site Macon, Georgia	1 graduated with Less than one year certificate
Data Analytics, General	Northeast Iowa Community College external site Calmar, Iowa	1 graduated with Less than 12 weeks certificate
Data Analytics, General	Norwich University external site Northfield, Vermont	1 graduated with Bachelor’s degree
Data Analytics, General	Ocean County College external site Toms River, New Jersey	0 graduated with Less than one year certificate 1 graduated with Associate’s degree
Data Analytics, General	Pennsylvania State University-Penn State Great Valley external site Malvern, Pennsylvania	1 graduated with Postbaccalaureate certificate
Data Analytics, General	Riverland Community College external site Austin, Minnesota	1 graduated with One but less than two years certificate
Data Analytics, General	Southern Adventist University external site Collegedale, Tennessee	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 0 graduated with Bachelor’s degree 0 graduated with Master’s degree 1 graduated with Post-master’s certificate
Data Analytics, General	Tabor College external site Hillsboro, Kansas	1 graduated with Bachelor’s degree
Data Analytics, General	Thiel College external site Greenville, Pennsylvania	1 graduated with Bachelor’s degree
Data Analytics, General	Truckee Meadows Community College external site Reno, Nevada	1 graduated with Less than one year certificate
Data Analytics, General	University of Indianapolis external site Indianapolis, Indiana	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Analytics, Other	Savannah State University external site Savannah, Georgia	1 graduated with Less than one year certificate
Data Analytics, Other	University of Pennsylvania external site Philadelphia, Pennsylvania	1 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Aims Community College external site Greeley, Colorado	1 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	American Public University System external site Charles Town, West Virginia	0 graduated with Less than one year certificate 1 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Atlanta Technical College external site Atlanta, Georgia	1 graduated with Less than one year certificate 0 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Data Modeling/Warehousing and Database Administration	Chandler-Gilbert Community College external site Chandler, Arizona	1 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	City College of San Francisco external site San Francisco, California	1 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Colorado Christian University external site Lakewood, Colorado	1 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Daytona State College external site Daytona Beach, Florida	1 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Edmonds College external site Lynnwood, Washington	0 graduated with Less than 12 weeks certificate 1 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Grand Rapids Community College external site Grand Rapids, Michigan	1 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Missouri University of Science and Technology external site Rolla, Missouri	1 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Mount Wachusett Community College external site Gardner, Massachusetts	1 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Pikes Peak State College external site Colorado Springs, Colorado	1 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Radford University external site Radford, Virginia	1 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Shepherd University external site Shepherdstown, West Virginia	1 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Touro University external site New York, New York	1 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Victor Valley College external site Victorville, California	1 graduated with Less than one year certificate
Data Science, General	Andrews University external site Berrien Springs, Michigan	1 graduated with Bachelor’s degree
Data Science, General	Bennington College external site Bennington, Vermont	1 graduated with Bachelor’s degree
Data Science, General	Capitol Technology University external site Laurel, Maryland	1 graduated with Bachelor’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Science, General	Central Washington University external site Ellensburg, Washington	1 graduated with Bachelor’s degree
Data Science, General	Cleveland State University external site Cleveland, Ohio	1 graduated with Bachelor’s degree
Data Science, General	Colorado Mesa University external site Grand Junction, Colorado	1 graduated with Less than one year certificate
Data Science, General	Dordt University external site Sioux Center, Iowa	1 graduated with Bachelor’s degree
Data Science, General	Embry-Riddle Aeronautical University-Prescott external site Prescott, Arizona	1 graduated with Bachelor’s degree
Data Science, General	Fairfield University external site Fairfield, Connecticut	1 graduated with Master’s degree
Data Science, General	Fisk University external site Nashville, Tennessee	1 graduated with Bachelor’s degree
Data Science, General	Georgia College & State University external site Milledgeville, Georgia	1 graduated with Bachelor’s degree
Data Science, General	Hanover College external site Hanover, Indiana	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Hillsborough College external site Tampa, Florida	1 graduated with Associate’s degree
Data Science, General	Jacksonville University external site Jacksonville, Florida	1 graduated with Bachelor’s degree
Data Science, General	Lawrence Technological University external site Southfield, Michigan	1 graduated with Bachelor’s degree
Data Science, General	Massasoit Community College external site Brockton, Massachusetts	1 graduated with Associate’s degree
Data Science, General	Meredith College external site Raleigh, North Carolina	1 graduated with Bachelor’s degree
Data Science, General	Methodist University external site Fayetteville, North Carolina	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Millikin University external site Decatur, Illinois	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Ohio Dominican University external site Columbus, Ohio	1 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Data Science, General	Pacific Union College external site Angwin, California	1 graduated with Bachelor’s degree
Data Science, General	Quinsigamond Community College external site Worcester, Massachusetts	1 graduated with Less than one year certificate
Data Science, General	Saint Johns University external site Collegeville, Minnesota	1 graduated with Bachelor’s degree
Data Science, General	South College external site Knoxville, Tennessee	1 graduated with One but less than two years certificate
Data Science, General	Tennessee State University external site Nashville, Tennessee	1 graduated with Master’s degree
Data Science, General	The University of Alabama external site Tuscaloosa, Alabama	1 graduated with Bachelor’s degree
Data Science, General	University of Central Arkansas external site Conway, Arkansas	1 graduated with Bachelor’s degree
Data Science, General	University of Detroit Mercy external site Detroit, Michigan	1 graduated with Postbaccalaureate certificate
Data Science, General	University of Michigan-Flint external site Flint, Michigan	1 graduated with Postbaccalaureate certificate
Data Science, General	University of South Carolina-Columbia external site Columbia, South Carolina	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Western New England University external site Springfield, Massachusetts	1 graduated with Bachelor’s degree
Data Science, Other	Community College of Philadelphia external site Philadelphia, Pennsylvania	1 graduated with Less than one year certificate
Data Science, Other	SUNY Brockport external site Brockport, New York	1 graduated with Bachelor’s degree
Data Science, Other	University of Connecticut external site Storrs, Connecticut	1 graduated with Postbaccalaureate certificate
Data Science, Other	University of New Hampshire-Main Campus external site Durham, New Hampshire	1 graduated with Postbaccalaureate certificate
Data Visualization	New Jersey Institute of Technology external site Newark, New Jersey	1 graduated with Postbaccalaureate certificate
Econometrics and Quantitative Economics	Baldwin Wallace University external site Berea, Ohio	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Ball State University external site Muncie, Indiana	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	California State University-Sacramento external site Sacramento, California	1 graduated with Master’s degree
Econometrics and Quantitative Economics	Cleveland State University external site Cleveland, Ohio	0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Econometrics and Quantitative Economics	College of Saint Benedict external site Saint Joseph, Minnesota	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Lycoming College external site Williamsport, Pennsylvania	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	New College of Florida external site Sarasota, Florida	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	Roger Williams University external site Bristol, Rhode Island	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Saint Vincent College external site Latrobe, Pennsylvania	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Seton Hall University external site South Orange, New Jersey	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Simmons University external site Boston, Massachusetts	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Memphis external site Memphis, Tennessee	1 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Sioux Falls external site Sioux Falls, South Dakota	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Econometrics and Quantitative Economics	University of St Thomas external site Saint Paul, Minnesota	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Wartburg College external site Waverly, Iowa	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Wayne State University external site Detroit, Michigan	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Western Washington University external site Bellingham, Washington	1 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Worcester Polytechnic Institute external site Worcester, Massachusetts	1 graduated with Bachelor’s degree
Financial Analytics	Atlanta Metropolitan State College external site Atlanta, Georgia	1 graduated with Associate’s degree
Financial Analytics	Michigan Technological University external site Houghton, Michigan	1 graduated with Postbaccalaureate certificate
Financial Analytics	Seton Hall University external site South Orange, New Jersey	1 graduated with Master’s degree
Financial Analytics	University of Chicago external site Chicago, Illinois	1 graduated with Master’s degree
Financial Analytics	Worcester Polytechnic Institute external site Worcester, Massachusetts	1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Financial Mathematics	Asbury University external site Wilmore, Kentucky	1 graduated with Bachelor’s degree
Financial Mathematics	Brescia University external site Owensboro, Kentucky	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Financial Mathematics	Catawba College external site Salisbury, North Carolina	1 graduated with Bachelor’s degree
Financial Mathematics	Illinois Wesleyan University external site Bloomington, Illinois	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Financial Mathematics	Keuka College external site Keuka Park, New York	1 graduated with Bachelor’s degree
Financial Mathematics	Lycoming College external site Williamsport, Pennsylvania	1 graduated with Bachelor’s degree
Financial Mathematics	Pennsylvania State University-Penn State Great Valley external site Malvern, Pennsylvania	1 graduated with Master’s degree
Financial Mathematics	Saint Vincent College external site Latrobe, Pennsylvania	1 graduated with Bachelor’s degree
Financial Mathematics	Simmons University external site Boston, Massachusetts	1 graduated with Bachelor’s degree
Financial Mathematics	Southern Oregon University external site Ashland, Oregon	1 graduated with Bachelor’s degree
Financial Mathematics	University of Bridgeport external site Bridgeport, Connecticut	1 graduated with Bachelor’s degree
Financial Mathematics	University of the West external site Rosemead, California	1 graduated with Master’s degree
Information Technology	Abilene Christian University-Undergraduate Online external site Addison, Texas	1 graduated with Bachelor’s degree
Information Technology	American Samoa Community College external site Pago Pago, American Samoa	0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Technology	Bluffton University external site Bluffton, Ohio	1 graduated with Bachelor’s degree
Information Technology	Chesapeake College external site Wye Mills, Maryland	1 graduated with Associate’s degree
Information Technology	Chipola College external site Marianna, Florida	0 graduated with Less than one year certificate 1 graduated with Associate’s degree
Information Technology	Compton College external site Compton, California	1 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Concordia University-Nebraska external site Seward, Nebraska	1 graduated with Bachelor’s degree
Information Technology	Dakota State University external site Madison, South Dakota	1 graduated with Less than one year certificate
Information Technology	DeVry University-Arizona external site Phoenix, Arizona	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Information Technology	EDP University of Puerto Rico-Humacao external site Humacao, Puerto Rico	1 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico-Villalba external site Villalba, Puerto Rico	1 graduated with Associate’s degree
Information Technology	Erskine College external site Due West, South Carolina	1 graduated with Bachelor’s degree
Information Technology	Highland Community College external site Freeport, Illinois	1 graduated with Associate’s degree
Information Technology	Highline College external site Des Moines, Washington	1 graduated with Associate’s degree
Information Technology	Inter American University of Puerto Rico-Metro external site San Juan, Puerto Rico	1 graduated with Bachelor’s degree
Information Technology	Los Angeles Mission College external site Sylmar, California	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Technology	Marian University external site Indianapolis, Indiana	1 graduated with Associate’s degree
Information Technology	Martin Community College external site Williamston, North Carolina	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Massachusetts Bay Community College external site Wellesley Hills, Massachusetts	1 graduated with Less than one year certificate
Information Technology	McMurry University external site Abilene, Texas	1 graduated with Bachelor’s degree
Information Technology	Mildred Elley School-Albany Campus external site Albany, New York	1 graduated with Associate’s degree
Information Technology	Montcalm Community College external site Sidney, Michigan	1 graduated with One but less than two years certificate
Information Technology	Monterey Peninsula College external site Monterey, California	1 graduated with Associate’s degree
Information Technology	Oakton College external site Des Plaines, Illinois	1 graduated with Associate’s degree
Information Technology	Oral Roberts University external site Tulsa, Oklahoma	0 graduated with One but less than two years certificate 1 graduated with Bachelor’s degree
Information Technology	Pasco-Hernando State College external site New Port Richey, Florida	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Technology	Rogue Community College external site Grants Pass, Oregon	1 graduated with Associate’s degree
Information Technology	Saint Johns River State College external site Palatka, Florida	0 graduated with Less than one year certificate 1 graduated with Associate’s degree
Information Technology	Saint Joseph's University - Philadelphia external site Philadelphia, Pennsylvania	1 graduated with Bachelor’s degree
Information Technology	Shepherd University external site Shepherdstown, West Virginia	1 graduated with Bachelor’s degree
Information Technology	South Arkansas College external site El Dorado, Arkansas	1 graduated with Less than one year certificate
Information Technology	Southwestern Illinois College external site Belleville, Illinois	1 graduated with Associate’s degree
Information Technology	Spring Arbor University external site Spring Arbor, Michigan	1 graduated with Bachelor’s degree
Information Technology	Union Adventist University external site Lincoln, Nebraska	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Information Technology	United States University external site Sandy Springs, California	1 graduated with Bachelor’s degree
Information Technology	University of Detroit Mercy external site Detroit, Michigan	1 graduated with Master’s degree
Information Technology	University of North Carolina at Greensboro external site Greensboro, North Carolina	1 graduated with Doctor’s degree – research/scholarship
Information Technology	University of the Incarnate Word external site San Antonio, Texas	1 graduated with Associate’s degree
Information Technology	Valley City State University external site Valley City, North Dakota	1 graduated with Less than one year certificate
Information Technology	Wayne County Community College District external site Detroit, Michigan	1 graduated with One but less than two years certificate
Information Technology	Western Oregon University external site Monmouth, Oregon	1 graduated with Less than one year certificate
Linguistics and Computer Science	Brandeis University external site Waltham, Massachusetts	1 graduated with Master’s degree
Linguistics and Computer Science	Stony Brook University external site Stony Brook, New York	1 graduated with Master’s degree
Linguistics and Computer Science	University of Nevada-Reno external site Reno, Nevada	1 graduated with Bachelor’s degree
Management Science	Davenport University external site Grand Rapids, Michigan	1 graduated with Master’s degree
Management Science	Eastern Michigan University external site Ypsilanti, Michigan	1 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Management Science	Emporia State University external site Emporia, Kansas	0 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate
Management Science	Fairfield University external site Fairfield, Connecticut	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Management Science	Ferrum College external site Ferrum, Virginia	1 graduated with Bachelor’s degree
Management Science	Husson University external site Bangor, Maine	0 graduated with Less than one year certificate 1 graduated with Postbaccalaureate certificate
Management Science	Lipscomb University external site Nashville, Tennessee	1 graduated with Master’s degree
Management Science	Montgomery College external site Rockville, Maryland	1 graduated with Less than one year certificate
Management Science	Notre Dame de Namur University external site Belmont, California	1 graduated with Master’s degree
Management Science	Southeast Missouri State University external site Cape Girardeau, Missouri	1 graduated with Master’s degree
Management Science	Troy University external site Troy, Alabama	1 graduated with Bachelor’s degree
Management Science	University of Charleston external site Charleston, West Virginia	1 graduated with Bachelor’s degree
Management Science	University of Toledo external site Toledo, Ohio	0 graduated with Postbaccalaureate certificate 1 graduated with Doctor’s degree – research/scholarship
Management Science	Valparaiso University external site Valparaiso, Indiana	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Management Science	Virginia Commonwealth University external site Richmond, Virginia	1 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Management Science	Wayne State University external site Detroit, Michigan	1 graduated with Master’s degree
Management Science	Wheaton College external site Wheaton, Illinois	1 graduated with Bachelor’s degree
Management Science	Wright State University-Main Campus external site Dayton, Ohio	1 graduated with Postbaccalaureate certificate
Mathematical Biology	University of California-San Diego external site La Jolla, California	1 graduated with Bachelor’s degree
Mathematical Biology	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Barnard College external site New York, New York	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Benedictine University external site Lisle, Illinois	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Colgate University external site Hamilton, New York	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Dominican University external site River Forest, Illinois	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Dordt University external site Sioux Center, Iowa	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Grace College and Theological Seminary external site Winona Lake, Indiana	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Immaculata University external site Immaculata, Pennsylvania	1 graduated with Bachelor’s degree
Mathematics and Computer Science	LeTourneau University external site Longview, Texas	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Randolph College external site Lynchburg, Virginia	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Scripps College external site Claremont, California	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Texas Christian University external site Fort Worth, Texas	1 graduated with Bachelor’s degree
Mathematics and Computer Science	The College of Idaho external site Caldwell, Idaho	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	The University of Montana external site Missoula, Montana	1 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	0 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	University of St Francis external site Joliet, Illinois	1 graduated with Bachelor’s degree
Mathematics and Statistics	Illinois Institute of Technology external site Chicago, Illinois	1 graduated with Bachelor’s degree
Mathematics and Statistics	Utah Tech University external site Saint George, Utah	1 graduated with Less than one year certificate
Mathematics and Statistics	Wichita State University external site Wichita, Kansas	1 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Columbus State University external site Columbus, Georgia	1 graduated with Less than one year certificate
Mathematics and Statistics, Other	Felician University external site Lodi, New Jersey	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Statistics, Other	Monmouth College external site Monmouth, Illinois	1 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Montana Technological University external site Butte, Montana	1 graduated with Bachelor’s degree
Mathematics and Statistics, Other	University of Central Oklahoma external site Edmond, Oklahoma	1 graduated with Master’s degree
Mathematics, General	Adams State University external site Alamosa, Colorado	1 graduated with Bachelor’s degree
Mathematics, General	Alcorn State University external site Alcorn State, Mississippi	1 graduated with Bachelor’s degree
Mathematics, General	Allen University external site Columbia, South Carolina	1 graduated with Bachelor’s degree
Mathematics, General	Alma College external site Alma, Michigan	1 graduated with Bachelor’s degree
Mathematics, General	Alpena Community College external site Alpena, Michigan	1 graduated with Associate’s degree
Mathematics, General	Alverno College external site Milwaukee, Wisconsin	1 graduated with Bachelor’s degree
Mathematics, General	Belmont Abbey College external site Belmont, North Carolina	1 graduated with Bachelor’s degree
Mathematics, General	Bentley University external site Waltham, Massachusetts	1 graduated with Bachelor’s degree
Mathematics, General	Bethel College-North Newton external site North Newton, Kansas	1 graduated with Bachelor’s degree
Mathematics, General	Blackburn College external site Carlinville, Illinois	1 graduated with Bachelor’s degree
Mathematics, General	Blinn College District external site Brenham, Texas	1 graduated with Associate’s degree
Mathematics, General	Blue Mountain Christian University external site Blue Mountain, Mississippi	1 graduated with Bachelor’s degree
Mathematics, General	Bowie State University external site Bowie, Maryland	1 graduated with Bachelor’s degree
Mathematics, General	Bryan College-Dayton external site Dayton, Tennessee	1 graduated with Bachelor’s degree
Mathematics, General	Bryn Athyn College of the New Church external site Bryn Athyn, Pennsylvania	1 graduated with Bachelor’s degree
Mathematics, General	Bushnell University external site Eugene, Oregon	1 graduated with Bachelor’s degree
Mathematics, General	Butler Community College external site El Dorado, Kansas	1 graduated with Associate’s degree
Mathematics, General	Butler County Community College external site Butler, Pennsylvania	1 graduated with Associate’s degree
Mathematics, General	Caldwell University external site Caldwell, New Jersey	1 graduated with Bachelor’s degree
Mathematics, General	Campbellsville University external site Campbellsville, Kentucky	1 graduated with Bachelor’s degree
Mathematics, General	Cape Cod Community College external site West Barnstable, Massachusetts	1 graduated with Associate’s degree
Mathematics, General	Capital University external site Columbus, Ohio	1 graduated with Bachelor’s degree
Mathematics, General	Cecil College external site North East, Maryland	1 graduated with Associate’s degree
Mathematics, General	Central Washington University external site Ellensburg, Washington	1 graduated with Bachelor’s degree
Mathematics, General	Chowan University external site Murfreesboro, North Carolina	1 graduated with Bachelor’s degree
Mathematics, General	Christian Brothers University external site Memphis, Tennessee	1 graduated with Bachelor’s degree
Mathematics, General	Citadel Military College of South Carolina external site Charleston, South Carolina	1 graduated with Bachelor’s degree
Mathematics, General	Cochise County Community College District external site Sierra Vista, Arizona	1 graduated with Associate’s degree
Mathematics, General	College of Our Lady of the Elms external site Chicopee, Massachusetts	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Columbia College external site Columbia, South Carolina	1 graduated with Bachelor’s degree
Mathematics, General	Community College of Denver external site Denver, Colorado	1 graduated with Associate’s degree
Mathematics, General	Connors State College external site Warner, Oklahoma	1 graduated with Associate’s degree
Mathematics, General	CUNY Medgar Evers College external site Brooklyn, New York	1 graduated with Bachelor’s degree
Mathematics, General	Dillard University external site New Orleans, Louisiana	1 graduated with Bachelor’s degree
Mathematics, General	Dodge City Community College external site Dodge City, Kansas	1 graduated with Associate’s degree
Mathematics, General	East Mississippi Community College external site Scooba, Mississippi	1 graduated with Associate’s degree
Mathematics, General	East Texas Baptist University external site Marshall, Texas	1 graduated with Bachelor’s degree
Mathematics, General	Eastern Oklahoma State College external site Wilburton, Oklahoma	1 graduated with Associate’s degree
Mathematics, General	Eastern Wyoming College external site Torrington, Wyoming	1 graduated with Associate’s degree
Mathematics, General	Edgewood University external site Madison, Wisconsin	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Elmira College external site Elmira, New York	1 graduated with Bachelor’s degree
Mathematics, General	Endicott College external site Beverly, Massachusetts	1 graduated with Bachelor’s degree
Mathematics, General	Essex County College external site Newark, New Jersey	1 graduated with Associate’s degree
Mathematics, General	Eureka College external site Eureka, Illinois	1 graduated with Bachelor’s degree
Mathematics, General	Fairmont State University external site Fairmont, West Virginia	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Faulkner University external site Montgomery, Alabama	1 graduated with Bachelor’s degree
Mathematics, General	Feather River Community College District external site Quincy, California	1 graduated with Associate’s degree
Mathematics, General	Finger Lakes Community College external site Canandaigua, New York	1 graduated with Associate’s degree
Mathematics, General	Fisk University external site Nashville, Tennessee	1 graduated with Bachelor’s degree
Mathematics, General	Florida Institute of Technology external site Melbourne, Florida	1 graduated with Bachelor’s degree
Mathematics, General	Florida Southern College external site Lakeland, Florida	1 graduated with Bachelor’s degree
Mathematics, General	Franklin College external site Franklin, Indiana	1 graduated with Bachelor’s degree
Mathematics, General	Fresno Pacific University external site Fresno, California	1 graduated with Bachelor’s degree
Mathematics, General	Gallaudet University external site Washington, District of Columbia	1 graduated with Bachelor’s degree
Mathematics, General	George Fox University external site Newberg, Oregon	1 graduated with Bachelor’s degree
Mathematics, General	Georgetown College external site Georgetown, Kentucky	1 graduated with Bachelor’s degree
Mathematics, General	Georgia College & State University external site Milledgeville, Georgia	1 graduated with Bachelor’s degree
Mathematics, General	Grayson College external site Denison, Texas	1 graduated with Associate’s degree
Mathematics, General	Hampton University external site Hampton, Virginia	1 graduated with Bachelor’s degree
Mathematics, General	Heidelberg University external site Tiffin, Ohio	1 graduated with Bachelor’s degree
Mathematics, General	Henderson State University external site Arkadelphia, Arkansas	1 graduated with Bachelor’s degree
Mathematics, General	Hill College external site Hillsboro, Texas	1 graduated with Associate’s degree
Mathematics, General	Holmes Community College external site Goodman, Mississippi	1 graduated with Associate’s degree
Mathematics, General	Huntingdon College external site Montgomery, Alabama	1 graduated with Bachelor’s degree
Mathematics, General	Huston-Tillotson University external site Austin, Texas	1 graduated with Bachelor’s degree
Mathematics, General	Indian Hills Community College external site Ottumwa, Iowa	1 graduated with Associate’s degree
Mathematics, General	Indiana University-South Bend external site South Bend, Indiana	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Mathematics, General	Inter American University of Puerto Rico-Metro external site San Juan, Puerto Rico	1 graduated with Bachelor’s degree
Mathematics, General	Iowa Western Community College external site Council Bluffs, Iowa	1 graduated with Associate’s degree
Mathematics, General	Itawamba Community College external site Fulton, Mississippi	1 graduated with Associate’s degree
Mathematics, General	John Brown University external site Siloam Springs, Arkansas	1 graduated with Bachelor’s degree
Mathematics, General	Johnson C Smith University external site Charlotte, North Carolina	1 graduated with Bachelor’s degree
Mathematics, General	Kansas Wesleyan University external site Salina, Kansas	1 graduated with Bachelor’s degree
Mathematics, General	La Roche University external site Pittsburgh, Pennsylvania	1 graduated with Bachelor’s degree
Mathematics, General	La Salle University external site Philadelphia, Pennsylvania	1 graduated with Bachelor’s degree
Mathematics, General	La Sierra University external site Riverside, California	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Lake Erie College external site Painesville, Ohio	1 graduated with Bachelor’s degree
Mathematics, General	Lake Superior State University external site Sault Ste Marie, Michigan	1 graduated with Bachelor’s degree
Mathematics, General	Lansing Community College external site Lansing, Michigan	1 graduated with Associate’s degree
Mathematics, General	Lawrence Technological University external site Southfield, Michigan	1 graduated with Bachelor’s degree
Mathematics, General	Le Moyne-Owen College external site Memphis, Tennessee	1 graduated with Bachelor’s degree
Mathematics, General	Livingstone College external site Salisbury, North Carolina	1 graduated with Bachelor’s degree
Mathematics, General	Los Angeles Southwest College external site Los Angeles, California	1 graduated with Associate’s degree
Mathematics, General	Louisiana Christian University external site Pineville, Louisiana	1 graduated with Bachelor’s degree
Mathematics, General	Loyola University New Orleans external site New Orleans, Louisiana	1 graduated with Bachelor’s degree
Mathematics, General	Maharishi International University external site Fairfield, Iowa	1 graduated with Bachelor’s degree
Mathematics, General	Manchester Community College external site Manchester, New Hampshire	1 graduated with Associate’s degree
Mathematics, General	Manhattanville University external site Purchase, New York	1 graduated with Bachelor’s degree
Mathematics, General	Marywood University external site Scranton, Pennsylvania	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Massachusetts Bay Community College external site Wellesley Hills, Massachusetts	1 graduated with Associate’s degree
Mathematics, General	Mid-America Christian University external site Oklahoma City, Oklahoma	1 graduated with Bachelor’s degree
Mathematics, General	Midway University external site Midway, Kentucky	1 graduated with Bachelor’s degree
Mathematics, General	Miles College external site Fairfield, Alabama	1 graduated with Bachelor’s degree
Mathematics, General	Minneapolis Community and Technical College external site Minneapolis, Minnesota	1 graduated with Associate’s degree
Mathematics, General	Mississippi University for Women external site Columbus, Mississippi	1 graduated with Bachelor’s degree
Mathematics, General	Missouri Baptist University external site Saint Louis, Missouri	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Missouri University of Science and Technology external site Rolla, Missouri	0 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Mathematics, General	Mount Mary University external site Milwaukee, Wisconsin	1 graduated with Bachelor’s degree
Mathematics, General	Mount Saint Mary's University external site Los Angeles, California	1 graduated with Bachelor’s degree
Mathematics, General	Mount Wachusett Community College external site Gardner, Massachusetts	1 graduated with Associate’s degree
Mathematics, General	Newman University external site Wichita, Kansas	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	North Greenville University external site Tigerville, South Carolina	1 graduated with Bachelor’s degree
Mathematics, General	North Idaho College external site Coeur d'Alene, Idaho	1 graduated with Associate’s degree
Mathematics, General	Northcentral Technical College external site Wausau, Wisconsin	1 graduated with Less than one year certificate
Mathematics, General	Northeast Community College external site Norfolk, Nebraska	1 graduated with Associate’s degree
Mathematics, General	Northwest Nazarene University external site Nampa, Idaho	1 graduated with Bachelor’s degree
Mathematics, General	Northwest University external site Kirkland, Washington	1 graduated with Bachelor’s degree
Mathematics, General	Oakwood University external site Huntsville, Alabama	1 graduated with Bachelor’s degree
Mathematics, General	Ohio Dominican University external site Columbus, Ohio	1 graduated with Bachelor’s degree
Mathematics, General	Oklahoma Baptist University external site Shawnee, Oklahoma	1 graduated with Bachelor’s degree
Mathematics, General	Ottawa University-Kansas City external site Overland Park, Kansas	1 graduated with Bachelor’s degree
Mathematics, General	Our Lady of the Lake University external site San Antonio, Texas	1 graduated with Bachelor’s degree
Mathematics, General	Palm Beach Atlantic University external site West Palm Beach, Florida	1 graduated with Bachelor’s degree
Mathematics, General	Pennsylvania State University-Penn State Altoona external site Altoona, Pennsylvania	1 graduated with Bachelor’s degree
Mathematics, General	Peru State College external site Peru, Nebraska	1 graduated with Bachelor’s degree
Mathematics, General	Piedmont University external site Demorest, Georgia	1 graduated with Bachelor’s degree
Mathematics, General	Pikes Peak State College external site Colorado Springs, Colorado	1 graduated with Associate’s degree
Mathematics, General	Principia College external site Elsah, Illinois	1 graduated with Bachelor’s degree
Mathematics, General	Randolph-Macon College external site Ashland, Virginia	1 graduated with Bachelor’s degree
Mathematics, General	Reinhardt University external site Waleska, Georgia	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Rio Salado College external site Tempe, Arizona	1 graduated with Associate’s degree
Mathematics, General	Roberts Wesleyan University external site Rochester, New York	1 graduated with Bachelor’s degree
Mathematics, General	Rocky Mountain College external site Billings, Montana	1 graduated with Bachelor’s degree
Mathematics, General	Roger Williams University external site Bristol, Rhode Island	1 graduated with Bachelor’s degree
Mathematics, General	Roxbury Community College external site Roxbury Crossing, Massachusetts	1 graduated with Associate’s degree
Mathematics, General	Saint Anselm College external site Manchester, New Hampshire	1 graduated with Bachelor’s degree
Mathematics, General	Saint Elizabeth University external site Morristown, New Jersey	1 graduated with Bachelor’s degree
Mathematics, General	Saint Mary's University of Minnesota external site Winona, Minnesota	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Shenandoah University external site Winchester, Virginia	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Southern Nazarene University external site Bethany, Oklahoma	1 graduated with Bachelor’s degree
Mathematics, General	Southwestern Adventist University external site Keene, Texas	1 graduated with Bachelor’s degree
Mathematics, General	Springfield Technical Community College external site Springfield, Massachusetts	1 graduated with Associate’s degree
Mathematics, General	St Bonaventure University external site Saint Bonaventure, New York	1 graduated with Bachelor’s degree
Mathematics, General	St Catherine University external site Saint Paul, Minnesota	1 graduated with Bachelor’s degree
Mathematics, General	St. Thomas University external site Miami Gardens, Florida	1 graduated with Bachelor’s degree
Mathematics, General	Sterling College external site Sterling, Kansas	1 graduated with Bachelor’s degree
Mathematics, General	Stetson University external site DeLand, Florida	1 graduated with Bachelor’s degree
Mathematics, General	Taylor University external site Upland, Indiana	1 graduated with Bachelor’s degree
Mathematics, General	Temple College external site Temple, Texas	1 graduated with Associate’s degree
Mathematics, General	Texas A&M University-Kingsville external site Kingsville, Texas	1 graduated with Bachelor’s degree
Mathematics, General	The College of Idaho external site Caldwell, Idaho	1 graduated with Bachelor’s degree
Mathematics, General	Thomas More University external site Crestview Hills, Kentucky	1 graduated with Bachelor’s degree
Mathematics, General	Trinity International University-Illinois external site Deerfield, Illinois	1 graduated with Bachelor’s degree
Mathematics, General	Tusculum University external site Greeneville, Tennessee	1 graduated with Bachelor’s degree
Mathematics, General	Union Commonwealth University external site Barbourville, Kentucky	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Mathematics, General	University of Alaska Southeast external site Juneau, Alaska	1 graduated with Bachelor’s degree
Mathematics, General	University of Arkansas at Monticello external site Monticello, Arkansas	1 graduated with Bachelor’s degree
Mathematics, General	University of Mount Olive external site Mount Olive, North Carolina	1 graduated with Bachelor’s degree
Mathematics, General	University of Mount Saint Vincent external site Bronx, New York	1 graduated with Bachelor’s degree
Mathematics, General	University of New Mexico-Valencia County Campus external site Los Lunas, New Mexico	1 graduated with Associate’s degree
Mathematics, General	University of Pikeville external site Pikeville, Kentucky	1 graduated with Bachelor’s degree
Mathematics, General	University of Puerto Rico at Cayey external site Cayey, Puerto Rico	1 graduated with Bachelor’s degree
Mathematics, General	University of Sioux Falls external site Sioux Falls, South Dakota	1 graduated with Bachelor’s degree
Mathematics, General	Utica University external site Utica, New York	1 graduated with Bachelor’s degree
Mathematics, General	Valley City State University external site Valley City, North Dakota	1 graduated with Bachelor’s degree
Mathematics, General	Virginia Union University external site Richmond, Virginia	1 graduated with Bachelor’s degree
Mathematics, General	Wayland Baptist University external site Plainview, Texas	1 graduated with Bachelor’s degree
Mathematics, General	Wayne State College external site Wayne, Nebraska	1 graduated with Bachelor’s degree
Mathematics, General	Waynesburg University external site Waynesburg, Pennsylvania	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics, General	Western New England University external site Springfield, Massachusetts	1 graduated with Bachelor’s degree
Mathematics, General	Westminster University external site Salt Lake City, Utah	1 graduated with Bachelor’s degree
Mathematics, General	Westmoreland County Community College external site Youngwood, Pennsylvania	1 graduated with Associate’s degree
Mathematics, General	William Jewell College external site Liberty, Missouri	1 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Camden County College external site Blackwood, New Jersey	1 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	Manchester Community College external site Manchester, New Hampshire	1 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	Thomas Jefferson University external site Philadelphia, Pennsylvania	0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Trine University-Regional/Non-Traditional Campuses external site Angola, Indiana	1 graduated with Bachelor’s degree
Statistics, General	Bennington College external site Bennington, Vermont	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	DePaul University external site Chicago, Illinois	1 graduated with Master’s degree 0 graduated with Post-master’s certificate
Statistics, General	Grove City College external site Grove City, Pennsylvania	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	Indiana University-East external site Richmond, Indiana	1 graduated with Bachelor’s degree
Statistics, General	Jackson State University external site Jackson, Mississippi	1 graduated with Bachelor’s degree
Statistics, General	Mercer University external site Macon, Georgia	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Statistics, General	New College of Florida external site Sarasota, Florida	1 graduated with Bachelor’s degree
Statistics, General	Pennsylvania Western University external site California, Pennsylvania	1 graduated with Bachelor’s degree
Statistics, General	Rowan University external site Glassboro, New Jersey	1 graduated with Less than one year certificate
Statistics, General	Shippensburg University of Pennsylvania external site Shippensburg, Pennsylvania	1 graduated with Less than one year certificate
Statistics, General	Sonoma State University external site Rohnert Park, California	1 graduated with Bachelor’s degree
Statistics, General	Tulane University of Louisiana external site New Orleans, Louisiana	1 graduated with Master’s degree
Statistics, General	University of Houston-Clear Lake external site Houston, Texas	1 graduated with Master’s degree
Statistics, General	University of Massachusetts-Lowell external site Lowell, Massachusetts	1 graduated with Postbaccalaureate certificate
Statistics, General	University of Michigan-Dearborn external site Dearborn, Michigan	1 graduated with Bachelor’s degree
Statistics, General	University of Southern Indiana external site Evansville, Indiana	1 graduated with Bachelor’s degree
Statistics, General	University of Utah external site Salt Lake City, Utah	1 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Statistics, General	Valparaiso University external site Valparaiso, Indiana	1 graduated with Bachelor’s degree
Statistics, General	Vermont State University external site Randolph, Vermont	1 graduated with Bachelor’s degree
Applied Mathematics, General	Adelphi University external site Garden City, New York	0 graduated with Master’s degree
Applied Mathematics, General	Adrian College external site Adrian, Michigan	0 graduated with Less than one year certificate
Applied Mathematics, General	Atlanta Metropolitan State College external site Atlanta, Georgia	0 graduated with Bachelor’s degree
Applied Mathematics, General	Azusa Pacific University external site Azusa, California	0 graduated with Bachelor’s degree
Applied Mathematics, General	Bennington College external site Bennington, Vermont	0 graduated with Bachelor’s degree
Applied Mathematics, General	Bloomfield College of Montclair State University external site Bloomfield, New Jersey	0 graduated with Bachelor’s degree
Applied Mathematics, General	Carroll College external site Helena, Montana	0 graduated with Bachelor’s degree
Applied Mathematics, General	Colorado Mesa University external site Grand Junction, Colorado	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Applied Mathematics, General	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree
Applied Mathematics, General	CUNY Hunter College external site New York, New York	0 graduated with Postbaccalaureate certificate
Applied Mathematics, General	Dordt University external site Sioux Center, Iowa	0 graduated with Bachelor’s degree
Applied Mathematics, General	Eckerd College external site Saint Petersburg, Florida	0 graduated with Bachelor’s degree
Applied Mathematics, General	Ferrum College external site Ferrum, Virginia	0 graduated with Bachelor’s degree
Applied Mathematics, General	Geneva College external site Beaver Falls, Pennsylvania	0 graduated with Bachelor’s degree
Applied Mathematics, General	Georgetown University external site Washington, District of Columbia	0 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	Hampton University external site Hampton, Virginia	0 graduated with Master’s degree
Applied Mathematics, General	Hofstra University external site Hempstead, New York	0 graduated with Master’s degree
Applied Mathematics, General	Long Island University external site Brookville, New York	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Applied Mathematics, General	Manhattan University external site Riverdale, New York	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Applied Mathematics, General	Modesto Junior College external site Modesto, California	0 graduated with Less than 12 weeks certificate
Applied Mathematics, General	Moorpark College external site Moorpark, California	0 graduated with Less than one year certificate
Applied Mathematics, General	Newman University external site Wichita, Kansas	0 graduated with Bachelor’s degree
Applied Mathematics, General	Normandale Community College external site Bloomington, Minnesota	0 graduated with Associate’s degree
Applied Mathematics, General	Oakland City University external site Oakland City, Indiana	0 graduated with Bachelor’s degree
Applied Mathematics, General	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Applied Mathematics, General	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Applied Mathematics, General	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Applied Mathematics, General	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Applied Mathematics, General	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Applied Mathematics, General	Point Loma Nazarene University external site San Diego, California	0 graduated with Bachelor’s degree
Applied Mathematics, General	Presbyterian College external site Clinton, South Carolina	0 graduated with Bachelor’s degree
Applied Mathematics, General	Riverside City College external site Riverside, California	0 graduated with Less than 12 weeks certificate
Applied Mathematics, General	Shippensburg University of Pennsylvania external site Shippensburg, Pennsylvania	0 graduated with Less than one year certificate
Applied Mathematics, General	Siena Heights University external site Adrian, Michigan	0 graduated with Bachelor’s degree
Applied Mathematics, General	Simmons College of Kentucky external site Louisville, Kentucky	0 graduated with Bachelor’s degree
Applied Mathematics, General	The University of Alabama external site Tuscaloosa, Alabama	0 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	The University of Findlay external site Findlay, Ohio	0 graduated with Bachelor’s degree
Applied Mathematics, General	University of Georgia external site Athens, Georgia	0 graduated with Master’s degree
Applied Mathematics, General	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	0 graduated with Postbaccalaureate certificate
Applied Mathematics, General	University of Missouri-St Louis external site Saint Louis, Missouri	0 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, General	University of Nevada-Las Vegas external site Las Vegas, Nevada	0 graduated with Bachelor’s degree
Applied Mathematics, General	University of Notre Dame external site Notre Dame, Indiana	0 graduated with Master’s degree
Applied Mathematics, General	University of Scranton external site Scranton, Pennsylvania	0 graduated with Bachelor’s degree
Applied Mathematics, General	University of South Carolina-Columbia external site Columbia, South Carolina	0 graduated with Master’s degree
Applied Mathematics, General	University of St Thomas external site Houston, Texas	0 graduated with Bachelor’s degree
Applied Mathematics, General	Ursinus College external site Collegeville, Pennsylvania	0 graduated with Bachelor’s degree
Applied Mathematics, General	Valdosta State University external site Valdosta, Georgia	0 graduated with Bachelor’s degree
Applied Mathematics, General	Wheaton College external site Wheaton, Illinois	0 graduated with Bachelor’s degree
Applied Mathematics, General	Wiley University external site Marshall, Texas	0 graduated with Bachelor’s degree
Applied Mathematics, General	Worcester State University external site Worcester, Massachusetts	0 graduated with Master’s degree
Applied Mathematics, Other	Bucknell University external site Lewisburg, Pennsylvania	0 graduated with Bachelor’s degree
Applied Mathematics, Other	Fresno Pacific University external site Fresno, California	0 graduated with Bachelor’s degree
Applied Mathematics, Other	George Mason University external site Fairfax, Virginia	0 graduated with Postbaccalaureate certificate
Applied Mathematics, Other	Harvard University external site Cambridge, Massachusetts	0 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, Other	Missouri University of Science and Technology external site Rolla, Missouri	0 graduated with Postbaccalaureate certificate
Applied Mathematics, Other	Mount St. Joseph University external site Cincinnati, Ohio	0 graduated with Bachelor’s degree
Applied Mathematics, Other	Ohio State University-Main Campus external site Columbus, Ohio	0 graduated with Bachelor’s degree
Applied Mathematics, Other	Thomas College external site Waterville, Maine	0 graduated with Bachelor’s degree
Applied Mathematics, Other	University of California-Irvine external site Irvine, California	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Applied Mathematics, Other	University of Northern Iowa external site Cedar Falls, Iowa	0 graduated with Master’s degree
Applied Mathematics, Other	University of Pennsylvania external site Philadelphia, Pennsylvania	0 graduated with Master’s degree
Applied Mathematics, Other	University of the District of Columbia external site Washington, District of Columbia	0 graduated with Master’s degree
Applied Mathematics, Other	Utah Valley University external site Orem, Utah	0 graduated with Bachelor’s degree
Applied Mathematics, Other	Worcester Polytechnic Institute external site Worcester, Massachusetts	0 graduated with Master’s degree
Applied Statistics, General	Cleveland State University external site Cleveland, Ohio	0 graduated with Master’s degree
Applied Statistics, General	Cornell College external site Mount Vernon, Iowa	0 graduated with Bachelor’s degree
Applied Statistics, General	New York University external site New York, New York	0 graduated with Doctor’s degree – research/scholarship
Applied Statistics, General	SUNY Buffalo State University external site Buffalo, New York	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Applied Statistics, General	University at Albany external site Albany, New York	0 graduated with Bachelor’s degree
Applied Statistics, General	University of Vermont external site Burlington, Vermont	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Academy of Art University external site San Francisco, California	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Artificial Intelligence	Alamance Community College external site Graham, North Carolina	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Artificial Intelligence	Angelo State University external site San Angelo, Texas	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Artificial Intelligence	Arizona State University Campus Immersion external site Tempe, Arizona	0 graduated with Master’s degree
Artificial Intelligence	Athens State University external site Athens, Alabama	0 graduated with Less than one year certificate
Artificial Intelligence	Atlantis University external site Miami, Florida	0 graduated with Master’s degree
Artificial Intelligence	Belhaven University external site Jackson, Mississippi	0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Artificial Intelligence	Bentley University external site Waltham, Massachusetts	0 graduated with Master’s degree
Artificial Intelligence	Bristol Community College external site Fall River, Massachusetts	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Artificial Intelligence	Buena Vista University external site Storm Lake, Iowa	0 graduated with Bachelor’s degree
Artificial Intelligence	Carroll University external site Waukesha, Wisconsin	0 graduated with Bachelor’s degree
Artificial Intelligence	Cecil College external site North East, Maryland	0 graduated with Less than one year certificate
Artificial Intelligence	Central Connecticut State University external site New Britain, Connecticut	0 graduated with Master’s degree
Artificial Intelligence	Charter Oak State College external site New Britain, Connecticut	0 graduated with Less than one year certificate
Artificial Intelligence	City University of Seattle external site Seattle, Washington	0 graduated with Master’s degree
Artificial Intelligence	College of Western Idaho external site Nampa, Idaho	0 graduated with Associate’s degree
Artificial Intelligence	Community College of Baltimore County external site Baltimore, Maryland	0 graduated with Associate’s degree
Artificial Intelligence	CUNY Bernard M Baruch College external site New York, New York	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	CUNY Graduate School and University Center external site New York, New York	0 graduated with Master’s degree
Artificial Intelligence	Des Moines Area Community College external site Ankeny, Iowa	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Artificial Intelligence	East Carolina University external site Greenville, North Carolina	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	East Texas A&M University external site Commerce, Texas	0 graduated with Master’s degree
Artificial Intelligence	Eastern Michigan University external site Ypsilanti, Michigan	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Eastern University external site Saint Davids, Pennsylvania	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Artificial Intelligence	Florida State College at Jacksonville external site Jacksonville, Florida	0 graduated with Associate’s degree
Artificial Intelligence	Fordham University external site Bronx, New York	0 graduated with Master’s degree
Artificial Intelligence	Freed-Hardeman University external site Henderson, Tennessee	0 graduated with Bachelor’s degree
Artificial Intelligence	Grand Rapids Community College external site Grand Rapids, Michigan	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Artificial Intelligence	Hillsborough College external site Tampa, Florida	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Artificial Intelligence	Houston Christian University external site Houston, Texas	0 graduated with Master’s degree
Artificial Intelligence	Keiser University-Ft Lauderdale external site Fort Lauderdale, Florida	0 graduated with Bachelor’s degree
Artificial Intelligence	Lake-Sumter State College external site Leesburg, Florida	0 graduated with Associate’s degree
Artificial Intelligence	Lanier Technical College external site Gainesville, Georgia	0 graduated with Less than one year certificate
Artificial Intelligence	Lansing Community College external site Lansing, Michigan	0 graduated with Less than one year certificate
Artificial Intelligence	Laramie County Community College external site Cheyenne, Wyoming	0 graduated with Associate’s degree
Artificial Intelligence	Louisiana State University-Shreveport external site Shreveport, Louisiana	0 graduated with Less than one year certificate
Artificial Intelligence	Maestro College external site Dallas, Texas	0 graduated with Associate’s degree
Artificial Intelligence	Marymount University external site Arlington, Virginia	0 graduated with Bachelor’s degree
Artificial Intelligence	Messiah University external site Mechanicsburg, Pennsylvania	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Minnesota State University-Mankato external site Mankato, Minnesota	0 graduated with Master’s degree
Artificial Intelligence	Missouri Southern State University external site Joplin, Missouri	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Neumont College of Computer Science external site Salt Lake City, Utah	0 graduated with Master’s degree
Artificial Intelligence	North Carolina A & T State University external site Greensboro, North Carolina	0 graduated with Bachelor’s degree
Artificial Intelligence	North Dakota State University-Main Campus external site Fargo, North Dakota	0 graduated with Less than one year certificate
Artificial Intelligence	Northeastern State University external site Tahlequah, Oklahoma	0 graduated with Bachelor’s degree
Artificial Intelligence	Oakland University external site Rochester Hills, Michigan	0 graduated with Master’s degree
Artificial Intelligence	Ocean County College external site Toms River, New Jersey	0 graduated with Less than one year certificate
Artificial Intelligence	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Artificial Intelligence	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Artificial Intelligence	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Artificial Intelligence	Ohio University-Main Campus external site Athens, Ohio	0 graduated with Bachelor’s degree
Artificial Intelligence	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Artificial Intelligence	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Artificial Intelligence	Orion Technical College external site Davenport, Iowa	0 graduated with Master’s degree
Artificial Intelligence	Palm Beach State College external site Lake Worth, Florida	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Artificial Intelligence	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	0 graduated with Bachelor’s degree
Artificial Intelligence	Pennsylvania State University-Penn State Great Valley external site Malvern, Pennsylvania	0 graduated with Master’s degree
Artificial Intelligence	Purdue University Northwest external site Hammond, Indiana	0 graduated with Master’s degree
Artificial Intelligence	Robert Morris University external site Moon Township, Pennsylvania	0 graduated with Master’s degree
Artificial Intelligence	Rose State College external site Midwest City, Oklahoma	0 graduated with Associate’s degree
Artificial Intelligence	Saint Anselm College external site Manchester, New Hampshire	0 graduated with Less than one year certificate
Artificial Intelligence	Saint Cloud State University external site Saint Cloud, Minnesota	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Seattle University external site Seattle, Washington	0 graduated with Master’s degree
Artificial Intelligence	Seminole State College of Florida external site Sanford, Florida	0 graduated with Less than one year certificate
Artificial Intelligence	Sinclair Community College external site Dayton, Ohio	0 graduated with Less than one year certificate
Artificial Intelligence	Southern Methodist University external site Dallas, Texas	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Southwestern Oklahoma State University external site Weatherford, Oklahoma	0 graduated with Bachelor’s degree
Artificial Intelligence	St Petersburg College external site St. Petersburg, Florida	0 graduated with Less than one year certificate
Artificial Intelligence	Syracuse University external site Syracuse, New York	0 graduated with Master’s degree
Artificial Intelligence	Tallahassee State College external site Tallahassee, Florida	0 graduated with Associate’s degree
Artificial Intelligence	The University of Tennessee-Knoxville external site Knoxville, Tennessee	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Tiffin University external site Tiffin, Ohio	0 graduated with Bachelor’s degree
Artificial Intelligence	Umpqua Community College external site Roseburg, Oregon	0 graduated with Less than one year certificate
Artificial Intelligence	Universidad Politecnica de Puerto Rico external site Hato Rey, Puerto Rico	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	University at Albany external site Albany, New York	0 graduated with Master’s degree
Artificial Intelligence	University at Buffalo external site Buffalo, New York	0 graduated with Bachelor’s degree
Artificial Intelligence	University of Cincinnati-Blue Ash College external site Blue Ash, Ohio	0 graduated with Associate’s degree
Artificial Intelligence	University of Delaware external site Newark, Delaware	0 graduated with Master’s degree
Artificial Intelligence	University of Denver external site Denver, Colorado	0 graduated with Master’s degree
Artificial Intelligence	University of Maryland-Baltimore County external site Baltimore, Maryland	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Maryland-College Park external site College Park, Maryland	0 graduated with Master’s degree
Artificial Intelligence	University of Massachusetts-Amherst external site Amherst, Massachusetts	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	0 graduated with Post-master’s certificate
Artificial Intelligence	University of Nebraska at Omaha external site Omaha, Nebraska	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Nebraska-Lincoln external site Lincoln, Nebraska	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Wyoming external site Laramie, Wyoming	0 graduated with Master’s degree
Artificial Intelligence	Utah Tech University external site Saint George, Utah	0 graduated with Less than one year certificate
Artificial Intelligence	Walsh College external site Troy, Michigan	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Artificial Intelligence	Wesleyan College external site Macon, Georgia	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Wright State University-Main Campus external site Dayton, Ohio	0 graduated with Less than 12 weeks certificate
Bioinformatics	Athens State University external site Athens, Alabama	0 graduated with Less than one year certificate
Bioinformatics	Bowling Green State University-Main Campus external site Bowling Green, Ohio	0 graduated with Postbaccalaureate certificate
Bioinformatics	Claflin University external site Orangeburg, South Carolina	0 graduated with Bachelor’s degree
Bioinformatics	Davidson College external site Davidson, North Carolina	0 graduated with Bachelor’s degree
Bioinformatics	Eastern Michigan University external site Ypsilanti, Michigan	0 graduated with Master’s degree
Bioinformatics	Eastern New Mexico University-Main Campus external site Portales, New Mexico	0 graduated with Bachelor’s degree
Bioinformatics	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Bachelor’s degree
Bioinformatics	Johns Hopkins University external site Baltimore, Maryland	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Kettering University external site Flint, Michigan	0 graduated with Bachelor’s degree
Bioinformatics	Lakeland Community College external site Kirtland, Ohio	0 graduated with Associate’s degree
Bioinformatics	Lewis-Clark State College external site Lewiston, Idaho	0 graduated with Bachelor’s degree
Bioinformatics	Madison Area Technical College external site Madison, Wisconsin	0 graduated with Postbaccalaureate certificate
Bioinformatics	Massachusetts College of Pharmacy and Health Sciences external site Boston, Massachusetts	0 graduated with Bachelor’s degree
Bioinformatics	Medical College of Wisconsin external site Milwaukee, Wisconsin	0 graduated with Master’s degree
Bioinformatics	Medical University of South Carolina external site Charleston, South Carolina	0 graduated with Doctor’s degree – research/scholarship
Bioinformatics	Mercyhurst University external site Erie, Pennsylvania	0 graduated with Bachelor’s degree
Bioinformatics	Northeastern University Professional Programs external site Boston, Massachusetts	0 graduated with Master’s degree
Bioinformatics	Northwestern University external site Evanston, Illinois	0 graduated with Master’s degree
Bioinformatics	Ohio University-Main Campus external site Athens, Ohio	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Bioinformatics	Pacific University external site Forest Grove, Oregon	0 graduated with Bachelor’s degree
Bioinformatics	Saint Joseph's University - Philadelphia external site Philadelphia, Pennsylvania	0 graduated with Master’s degree
Bioinformatics	St Bonaventure University external site Saint Bonaventure, New York	0 graduated with Bachelor’s degree
Bioinformatics	Stevens Institute of Technology external site Hoboken, New Jersey	0 graduated with Bachelor’s degree
Bioinformatics	The University of Montana external site Missoula, Montana	0 graduated with Two but less than 4 years certificate 0 graduated with Bachelor’s degree
Bioinformatics	The University of Tennessee-Knoxville external site Knoxville, Tennessee	0 graduated with Less than one year certificate
Bioinformatics	The University of Texas at San Antonio external site San Antonio, Texas	0 graduated with Less than one year certificate
Bioinformatics	Trinity Christian College external site Palos Heights, Illinois	0 graduated with Bachelor’s degree
Bioinformatics	University of California-Irvine external site Irvine, California	0 graduated with Bachelor’s degree
Bioinformatics	University of Central Missouri external site Warrensburg, Missouri	0 graduated with Bachelor’s degree
Bioinformatics	University of Maine external site Orono, Maine	0 graduated with Master’s degree
Bioinformatics	University of Mary Hardin-Baylor external site Belton, Texas	0 graduated with Bachelor’s degree
Bioinformatics	University of New Hampshire-Main Campus external site Durham, New Hampshire	0 graduated with Master’s degree
Bioinformatics	University of Texas Southwestern Medical Center external site Dallas, Texas	0 graduated with Post-master’s certificate
Bioinformatics	University of Utah external site Salt Lake City, Utah	0 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Northern Michigan University external site Marquette, Michigan	0 graduated with Master’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Nova Southeastern University external site Fort Lauderdale, Florida	0 graduated with Postbaccalaureate certificate
Biomathematics, Bioinformatics, and Computational Biology, Other	Pacific Union College external site Angwin, California	0 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	0 graduated with Bachelor’s degree
Biomathematics, Bioinformatics, and Computational Biology, Other	The University of Tennessee-Knoxville external site Knoxville, Tennessee	0 graduated with Postbaccalaureate certificate
Biomathematics, Bioinformatics, and Computational Biology, Other	University of Memphis external site Memphis, Tennessee	0 graduated with Postbaccalaureate certificate
Biomathematics, Bioinformatics, and Computational Biology, Other	Utah Tech University external site Saint George, Utah	0 graduated with Less than one year certificate
Business Analytics	Anderson University external site Anderson, Indiana	0 graduated with Master’s degree
Business Analytics	Carroll University external site Waukesha, Wisconsin	0 graduated with Postbaccalaureate certificate
Business Analytics	Chapman University external site Orange, California	0 graduated with Master’s degree
Business Analytics	Concordia University Ann Arbor external site Ann Arbor, Michigan	0 graduated with Bachelor’s degree
Business Analytics	Endicott College external site Beverly, Massachusetts	0 graduated with Master’s degree
Business Analytics	Florida State College at Jacksonville external site Jacksonville, Florida	0 graduated with Associate’s degree
Business Analytics	Lincoln Memorial University external site Harrogate, Tennessee	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Business Analytics	Louisiana Tech University external site Ruston, Louisiana	0 graduated with Less than one year certificate
Business Analytics	Lourdes University external site Sylvania, Ohio	0 graduated with Bachelor’s degree
Business Analytics	Manor College external site Jenkintown, Pennsylvania	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Business Analytics	Messiah University external site Mechanicsburg, Pennsylvania	0 graduated with Postbaccalaureate certificate
Business Analytics	Missouri Southern State University external site Joplin, Missouri	0 graduated with Postbaccalaureate certificate
Business Analytics	New York Institute of Technology external site Old Westbury, New York	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Business Analytics	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Business Analytics	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Business Analytics	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Business Analytics	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Business Analytics	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Business Analytics	Orion Technical College external site Davenport, Iowa	0 graduated with Master’s degree
Business Analytics	Pensacola State College external site Pensacola, Florida	0 graduated with Less than one year certificate
Business Analytics	Rensselaer Polytechnic Institute external site Troy, New York	0 graduated with Bachelor’s degree
Business Analytics	Roberts Wesleyan University external site Rochester, New York	0 graduated with Bachelor’s degree
Business Analytics	Saint Mary's College of California external site Moraga, California	0 graduated with Master’s degree
Business Analytics	Santa Fe College external site Gainesville, Florida	0 graduated with Associate’s degree
Business Analytics	Schiller International University external site Tampa, Florida	0 graduated with Bachelor’s degree
Business Analytics	Shoreline College external site Shoreline, Washington	0 graduated with Associate’s degree
Business Analytics	Sinclair Community College external site Dayton, Ohio	0 graduated with Associate’s degree
Business Analytics	St Petersburg College external site St. Petersburg, Florida	0 graduated with Less than one year certificate
Business Analytics	State College of Florida-Manatee-Sarasota external site Bradenton, Florida	0 graduated with Associate’s degree
Business Analytics	Truman State University external site Kirksville, Missouri	0 graduated with Less than one year certificate
Business Analytics	University of Alaska Anchorage external site Anchorage, Alaska	0 graduated with Bachelor’s degree
Business Analytics	University of Arizona external site Tucson, Arizona	0 graduated with Bachelor’s degree
Business Analytics	University of Evansville external site Evansville, Indiana	0 graduated with Bachelor’s degree
Business Analytics	University of Portland external site Portland, Oregon	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Post-master’s certificate
Business Analytics	University of St Francis external site Joliet, Illinois	0 graduated with Postbaccalaureate certificate
Business Analytics	University of Wisconsin-Parkside Flex external site Kenosha, Wisconsin	0 graduated with Less than one year certificate
Business Analytics	Viterbo University external site La Crosse, Wisconsin	0 graduated with Bachelor’s degree
Business Analytics	Walsh College external site Troy, Michigan	0 graduated with Bachelor’s degree
Business Analytics	Wesleyan College external site Macon, Georgia	0 graduated with Postbaccalaureate certificate
Business Analytics	Wisconsin Lutheran College external site Milwaukee, Wisconsin	0 graduated with Bachelor’s degree
Business Analytics	Xavier University external site Cincinnati, Ohio	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Business Analytics	Young Harris College external site Young Harris, Georgia	0 graduated with Bachelor’s degree
Business Statistics	Adrian College external site Adrian, Michigan	0 graduated with Bachelor’s degree
Business Statistics	Caldwell University external site Caldwell, New Jersey	0 graduated with Less than one year certificate
Business Statistics	Capitol Technology University external site Laurel, Maryland	0 graduated with Master’s degree
Business Statistics	Centralia College external site Centralia, Washington	0 graduated with Less than one year certificate
Business Statistics	College of Staten Island CUNY external site Staten Island, New York	0 graduated with Postbaccalaureate certificate
Business Statistics	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree
Business Statistics	Drew University external site Madison, New Jersey	0 graduated with Postbaccalaureate certificate
Business Statistics	Drexel University external site Philadelphia, Pennsylvania	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Business Statistics	Drury University external site Springfield, Missouri	0 graduated with Postbaccalaureate certificate
Business Statistics	Elizabethtown College external site Elizabethtown, Pennsylvania	0 graduated with Bachelor’s degree
Business Statistics	Frederick Community College external site Frederick, Maryland	0 graduated with One but less than two years certificate
Business Statistics	Gordon College external site Wenham, Massachusetts	0 graduated with Bachelor’s degree
Business Statistics	Herkimer County Community College external site Herkimer, New York	0 graduated with Associate’s degree
Business Statistics	Houston Christian University external site Houston, Texas	0 graduated with Master’s degree
Business Statistics	Indiana Institute of Technology-College of Professional Studies external site Fort Wayne, Indiana	0 graduated with Less than one year certificate
Business Statistics	Lehigh University external site Bethlehem, Pennsylvania	0 graduated with Less than one year certificate 0 graduated with Master’s degree
Business Statistics	Manhattan University external site Riverdale, New York	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Business Statistics	Maryville College external site Maryville, Tennessee	0 graduated with Bachelor’s degree
Business Statistics	New England College external site Henniker, New Hampshire	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Business Statistics	New York University external site New York, New York	0 graduated with Bachelor’s degree
Business Statistics	Northern Illinois University external site Dekalb, Illinois	0 graduated with Master’s degree
Business Statistics	Ripon College external site Ripon, Wisconsin	0 graduated with Bachelor’s degree
Business Statistics	Robert Morris University external site Moon Township, Pennsylvania	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Business Statistics	Rutgers University-Camden external site Camden, New Jersey	0 graduated with Master’s degree
Business Statistics	Seton Hill University external site Greensburg, Pennsylvania	0 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree
Business Statistics	South College external site Knoxville, Tennessee	0 graduated with Master’s degree
Business Statistics	The College of New Jersey external site Ewing, New Jersey	0 graduated with Postbaccalaureate certificate
Business Statistics	The University of Alabama external site Tuscaloosa, Alabama	0 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Business Statistics	The University of Texas at Arlington external site Arlington, Texas	0 graduated with Postbaccalaureate certificate
Business Statistics	University of Evansville external site Evansville, Indiana	0 graduated with Bachelor’s degree
Business Statistics	University of Missouri-St Louis external site Saint Louis, Missouri	0 graduated with Postbaccalaureate certificate
Business Statistics	University of Mount Olive external site Mount Olive, North Carolina	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Cheminformatics/Chemistry Informatics	Michigan Technological University external site Houghton, Michigan	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Arizona State University Campus Immersion external site Tempe, Arizona	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Asbury University external site Wilmore, Kentucky	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Carnegie Mellon University external site Pittsburgh, Pennsylvania	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Clemson University external site Clemson, South Carolina	0 graduated with Postbaccalaureate certificate
Computational and Applied Mathematics	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	CUNY Lehman College external site Bronx, New York	0 graduated with Postbaccalaureate certificate
Computational and Applied Mathematics	Eastern New Mexico University-Main Campus external site Portales, New Mexico	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Georgetown College external site Georgetown, Kentucky	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Lakeland University external site Plymouth, Wisconsin	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Lamar University external site Beaumont, Texas	0 graduated with Master’s degree
Computational and Applied Mathematics	Old Dominion University external site Norfolk, Virginia	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computational and Applied Mathematics	Plymouth State University external site Plymouth, New Hampshire	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Schiller International University external site Tampa, Florida	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	South Dakota School of Mines and Technology external site Rapid City, South Dakota	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Southern Oregon University external site Ashland, Oregon	0 graduated with Master’s degree
Computational and Applied Mathematics	SUNY Polytechnic Institute external site Utica, New York	0 graduated with Post-master’s certificate
Computational and Applied Mathematics	Temple University external site Philadelphia, Pennsylvania	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computational and Applied Mathematics	University of Alaska Fairbanks external site Fairbanks, Alaska	0 graduated with Postbaccalaureate certificate
Computational and Applied Mathematics	University of Maryland-College Park external site College Park, Maryland	0 graduated with Master’s degree
Computational and Applied Mathematics	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	0 graduated with Bachelor’s degree
Computational and Applied Mathematics	Wichita State University external site Wichita, Kansas	0 graduated with Master’s degree
Computational Biology	Lipscomb University external site Nashville, Tennessee	0 graduated with Bachelor’s degree
Computational Biology	University of St Thomas external site Houston, Texas	0 graduated with Bachelor’s degree
Computational Mathematics	College of Saint Benedict external site Saint Joseph, Minnesota	0 graduated with Bachelor’s degree
Computational Mathematics	DePaul University external site Chicago, Illinois	0 graduated with Master’s degree
Computational Mathematics	Gettysburg College external site Gettysburg, Pennsylvania	0 graduated with Bachelor’s degree
Computational Mathematics	Harvard University external site Cambridge, Massachusetts	0 graduated with Master’s degree
Computational Mathematics	Loyola University New Orleans external site New Orleans, Louisiana	0 graduated with Bachelor’s degree
Computational Mathematics	Morgan State University external site Baltimore, Maryland	0 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	Saint Johns University external site Collegeville, Minnesota	0 graduated with Bachelor’s degree
Computational Mathematics	South Dakota State University external site Brookings, South Dakota	0 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	Southern Methodist University external site Dallas, Texas	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	SUNY Brockport external site Brockport, New York	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computational Mathematics	University at Buffalo external site Buffalo, New York	0 graduated with Post-master’s certificate
Computational Mathematics	University of California-San Diego external site La Jolla, California	0 graduated with Doctor’s degree – research/scholarship
Computational Mathematics	University of Cincinnati-Main Campus external site Cincinnati, Ohio	0 graduated with One but less than two years certificate
Computational Mathematics	University of Kentucky external site Lexington, Kentucky	0 graduated with Postbaccalaureate certificate
Computational Mathematics	University of Maryland-College Park external site College Park, Maryland	0 graduated with Postbaccalaureate certificate
Computational Mathematics	University of Puerto Rico-Humacao external site Humacao, Puerto Rico	0 graduated with Bachelor’s degree
Computational Mathematics	University of Utah external site Salt Lake City, Utah	0 graduated with Master’s degree
Computational Science	American University external site Washington, District of Columbia	0 graduated with Bachelor’s degree
Computational Science	Anderson University external site Anderson, Indiana	0 graduated with Bachelor’s degree
Computational Science	Asbury University external site Wilmore, Kentucky	0 graduated with Bachelor’s degree
Computational Science	Augustana College external site Rock Island, Illinois	0 graduated with Bachelor’s degree
Computational Science	California Baptist University external site Riverside, California	0 graduated with Bachelor’s degree
Computational Science	Colorado State University-Fort Collins external site Fort Collins, Colorado	0 graduated with Bachelor’s degree
Computational Science	East Texas A&M University external site Commerce, Texas	0 graduated with Master’s degree
Computational Science	Eastern Michigan University external site Ypsilanti, Michigan	0 graduated with Bachelor’s degree
Computational Science	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	0 graduated with Doctor’s degree – research/scholarship
Computational Science	Hartnell College external site Salinas, California	0 graduated with Associate’s degree
Computational Science	Manhattanville University external site Purchase, New York	0 graduated with Post-master’s certificate
Computational Science	Michigan Technological University external site Houghton, Michigan	0 graduated with Postbaccalaureate certificate
Computational Science	Modesto Junior College external site Modesto, California	0 graduated with Associate’s degree
Computational Science	Mount St. Mary's University external site Emmitsburg, Maryland	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Computational Science	Rowan University external site Glassboro, New Jersey	0 graduated with Bachelor’s degree
Computational Science	Saint Peter's University external site Jersey City, New Jersey	0 graduated with Master’s degree
Computational Science	Siena University external site Loudonville, New York	0 graduated with Bachelor’s degree
Computational Science	South Dakota School of Mines and Technology external site Rapid City, South Dakota	0 graduated with Master’s degree
Computational Science	Texas Tech University external site Lubbock, Texas	0 graduated with Bachelor’s degree
Computational Science	Tulane University of Louisiana external site New Orleans, Louisiana	0 graduated with Master’s degree
Computational Science	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computational Science	University of the Pacific external site Stockton, California	0 graduated with Master’s degree
Computational Science	Utah Tech University external site Saint George, Utah	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Computational Science	Wichita State University external site Wichita, Kansas	0 graduated with Master’s degree
Computer Science	Alvin Community College external site Alvin, Texas	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Science	Asbury University external site Wilmore, Kentucky	0 graduated with Bachelor’s degree
Computer Science	Barton County Community College external site Great Bend, Kansas	0 graduated with Associate’s degree
Computer Science	Bellingham Technical College external site Bellingham, Washington	0 graduated with Associate’s degree
Computer Science	BridgeValley Community & Technical College external site South Charleston, West Virginia	0 graduated with Associate’s degree
Computer Science	Carolina University external site Winston-Salem, North Carolina	0 graduated with Bachelor’s degree
Computer Science	Cayuga County Community College external site Auburn, New York	0 graduated with Associate’s degree
Computer Science	Central Virginia Community College external site Lynchburg, Virginia	0 graduated with Associate’s degree
Computer Science	Central Wyoming College external site Riverton, Wyoming	0 graduated with Associate’s degree
Computer Science	Cerro Coso Community College external site Ridgecrest, California	0 graduated with Associate’s degree
Computer Science	Clemson University external site Clemson, South Carolina	0 graduated with Master’s degree
Computer Science	College of the Holy Cross external site Worcester, Massachusetts	0 graduated with Bachelor’s degree
Computer Science	Colorado Christian University external site Lakewood, Colorado	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Science	Columbia Gorge Community College external site The Dalles, Oregon	0 graduated with Associate’s degree
Computer Science	Community College of Beaver County external site Monaca, Pennsylvania	0 graduated with Associate’s degree
Computer Science	Compton College external site Compton, California	0 graduated with Associate’s degree
Computer Science	Cuesta College external site San Luis Obispo, California	0 graduated with Associate’s degree
Computer Science	CUNY John Jay College of Criminal Justice external site New York, New York	0 graduated with Bachelor’s degree
Computer Science	Dakota State University external site Madison, South Dakota	0 graduated with Postbaccalaureate certificate
Computer Science	Eastern Maine Community College external site Bangor, Maine	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Science	Germanna Community College external site Locust Grove, Virginia	0 graduated with Associate’s degree
Computer Science	Immaculata University external site Immaculata, Pennsylvania	0 graduated with Bachelor’s degree
Computer Science	Indiana Institute of Technology-College of Professional Studies external site Fort Wayne, Indiana	0 graduated with Bachelor’s degree
Computer Science	Indiana University-Northwest external site Gary, Indiana	0 graduated with Postbaccalaureate certificate
Computer Science	Infinity College external site Lafayette, Louisiana	0 graduated with Associate’s degree
Computer Science	Judson University external site Elgin, Illinois	0 graduated with Master’s degree
Computer Science	Kent State University at Stark external site North Canton, Ohio	0 graduated with Bachelor’s degree
Computer Science	Kiamichi Technology Center-McAlester external site McAlester, Oklahoma	0 graduated with One but less than two years certificate
Computer Science	Lamar Community College external site Lamar, Colorado	0 graduated with Associate’s degree
Computer Science	Los Angeles Southwest College external site Los Angeles, California	0 graduated with Associate’s degree
Computer Science	Macomb Community College external site Warren, Michigan	0 graduated with Associate’s degree
Computer Science	Manchester University external site North Manchester, Indiana	0 graduated with Bachelor’s degree
Computer Science	Minnesota West Community and Technical College external site Granite Falls, Minnesota	0 graduated with Associate’s degree
Computer Science	Navajo Technical University external site Crownpoint, New Mexico	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Science	New York Institute of Technology external site Old Westbury, New York	0 graduated with Doctor’s degree – research/scholarship
Computer Science	Northwest Vista College external site San Antonio, Texas	0 graduated with Associate’s degree
Computer Science	Nueta Hidatsa Sahnish College external site New Town, North Dakota	0 graduated with Associate’s degree
Computer Science	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Computer Science	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Computer Science	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Computer Science	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Computer Science	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Computer Science	Oklahoma Baptist University external site Shawnee, Oklahoma	0 graduated with Bachelor’s degree
Computer Science	Orange Coast College external site Costa Mesa, California	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Oregon Coast Community College external site Newport, Oregon	0 graduated with Associate’s degree
Computer Science	Orion Technical College external site Davenport, Iowa	0 graduated with Master’s degree
Computer Science	Owens Community College external site Perrysburg, Ohio	0 graduated with Associate’s degree
Computer Science	Peninsula College external site Port Angeles, Washington	0 graduated with Associate’s degree
Computer Science	Pine Technical & Community College external site Pine City, Minnesota	0 graduated with Associate’s degree
Computer Science	Point Loma Nazarene University external site San Diego, California	0 graduated with Bachelor’s degree
Computer Science	Purdue University Global external site West Lafayette, Indiana	0 graduated with Bachelor’s degree
Computer Science	Rasmussen University-Kansas external site Topeka, Kansas	0 graduated with Bachelor’s degree
Computer Science	Rasmussen University-North Dakota external site Fargo, North Dakota	0 graduated with Bachelor’s degree
Computer Science	Rasmussen University-Wisconsin external site Green Bay, Wisconsin	0 graduated with Bachelor’s degree
Computer Science	Rowan College of South Jersey-Cumberland Campus external site Vineland, New Jersey	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Roxbury Community College external site Roxbury Crossing, Massachusetts	0 graduated with Associate’s degree
Computer Science	Sacramento City College external site Sacramento, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Saint Elizabeth University external site Morristown, New Jersey	0 graduated with Bachelor’s degree
Computer Science	Salish Kootenai College external site Pablo, Montana	0 graduated with One but less than two years certificate
Computer Science	Sattler College external site Boston, Massachusetts	0 graduated with Bachelor’s degree
Computer Science	Southwest Virginia Community College external site Cedar Bluff, Virginia	0 graduated with Associate’s degree
Computer Science	Spring Arbor University external site Spring Arbor, Michigan	0 graduated with Bachelor’s degree
Computer Science	St Catherine University external site Saint Paul, Minnesota	0 graduated with Bachelor’s degree
Computer Science	St Philip's College external site San Antonio, Texas	0 graduated with Associate’s degree
Computer Science	Stark State College external site North Canton, Ohio	0 graduated with One but less than two years certificate
Computer Science	Tiffin University external site Tiffin, Ohio	0 graduated with Bachelor’s degree
Computer Science	Treasure Valley Community College external site Ontario, Oregon	0 graduated with Associate’s degree
Computer Science	Union University external site Jackson, Tennessee	0 graduated with Bachelor’s degree
Computer Science	University of Charleston external site Charleston, West Virginia	0 graduated with Bachelor’s degree
Computer Science	University of Maine at Presque Isle external site Presque Isle, Maine	0 graduated with Bachelor’s degree
Computer Science	University of New Mexico-Main Campus external site Albuquerque, New Mexico	0 graduated with Post-master’s certificate
Computer Science	University of Providence external site Great Falls, Montana	0 graduated with Bachelor’s degree
Computer Science	University of Wisconsin-River Falls external site River Falls, Wisconsin	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	URBE University external site Sweetwater, Florida	0 graduated with Associate’s degree
Computer Science	Vaughn College of Aeronautics and Technology external site Flushing, New York	0 graduated with Bachelor’s degree
Computer Science	Vermont State University external site Randolph, Vermont	0 graduated with Associate’s degree
Computer Science	Victor Valley College external site Victorville, California	0 graduated with Associate’s degree
Computer Science	West Valley College external site Saratoga, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Wharton County Junior College external site Wharton, Texas	0 graduated with Associate’s degree
Computer Science	William Paterson University of New Jersey external site Wayne, New Jersey	0 graduated with Master’s degree
Computer Science	William Penn University external site Oskaloosa, Iowa	0 graduated with Bachelor’s degree
Data Analytics, General	Adrian College external site Adrian, Michigan	0 graduated with Bachelor’s degree
Data Analytics, General	American College of Education external site Indianapolis, Indiana	0 graduated with Postbaccalaureate certificate
Data Analytics, General	Auburn University at Montgomery external site Montgomery, Alabama	0 graduated with Master’s degree
Data Analytics, General	Baldwin Wallace University external site Berea, Ohio	0 graduated with Bachelor’s degree
Data Analytics, General	Belmont Abbey College external site Belmont, North Carolina	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Analytics, General	Bentley University external site Waltham, Massachusetts	0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Data Analytics, General	Bowling Green State University-Main Campus external site Bowling Green, Ohio	0 graduated with Master’s degree
Data Analytics, General	Briar Cliff University external site Sioux City, Iowa	0 graduated with Bachelor’s degree
Data Analytics, General	Bryan College-Dayton external site Dayton, Tennessee	0 graduated with Bachelor’s degree
Data Analytics, General	Butler Community College external site El Dorado, Kansas	0 graduated with Less than one year certificate
Data Analytics, General	California Institute of Advanced Management external site Alhambra, California	0 graduated with Master’s degree
Data Analytics, General	Cape Cod Community College external site West Barnstable, Massachusetts	0 graduated with Associate’s degree
Data Analytics, General	Charter Oak State College external site New Britain, Connecticut	0 graduated with Bachelor’s degree
Data Analytics, General	City University of Seattle external site Seattle, Washington	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Data Analytics, General	Cleveland State University external site Cleveland, Ohio	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Data Analytics, General	Coker University external site Hartsville, South Carolina	0 graduated with Bachelor’s degree
Data Analytics, General	Empire State University external site Saratoga Springs, New York	0 graduated with Master’s degree
Data Analytics, General	Furman University external site Greenville, South Carolina	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Data Analytics, General	Grand View University external site Des Moines, Iowa	0 graduated with Less than one year certificate
Data Analytics, General	Heidelberg University external site Tiffin, Ohio	0 graduated with Bachelor’s degree
Data Analytics, General	Hennepin Technical College external site Brooklyn Park, Minnesota	0 graduated with Associate’s degree
Data Analytics, General	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Analytics, General	Inver Hills Community College external site Inver Grove Heights, Minnesota	0 graduated with Less than one year certificate
Data Analytics, General	Keene State College external site Keene, New Hampshire	0 graduated with Bachelor’s degree
Data Analytics, General	Keystone College external site La Plume, Pennsylvania	0 graduated with Bachelor’s degree
Data Analytics, General	Manhattanville University external site Purchase, New York	0 graduated with Master’s degree
Data Analytics, General	Mesa Community College external site Mesa, Arizona	0 graduated with Bachelor’s degree
Data Analytics, General	Millsaps College external site Jackson, Mississippi	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Data Analytics, General	Minot State University external site Minot, North Dakota	0 graduated with Less than one year certificate
Data Analytics, General	Missouri Southern State University external site Joplin, Missouri	0 graduated with Master’s degree
Data Analytics, General	Moreno Valley College external site Moreno Valley, California	0 graduated with One but less than two years certificate 0 graduated with Two but less than 4 years certificate
Data Analytics, General	Mountainland Technical College external site Lehi, Utah	0 graduated with Less than one year certificate
Data Analytics, General	Newman University external site Wichita, Kansas	0 graduated with Bachelor’s degree
Data Analytics, General	North Arkansas College external site Harrison, Arkansas	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Data Analytics, General	Ohio Northern University external site Ada, Ohio	0 graduated with Bachelor’s degree
Data Analytics, General	Oklahoma State University-Oklahoma City external site Oklahoma City, Oklahoma	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Analytics, General	Our Lady of the Lake University external site San Antonio, Texas	0 graduated with Bachelor’s degree
Data Analytics, General	Sinclair Community College external site Dayton, Ohio	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Data Analytics, General	Stephen F Austin State University external site Nacogdoches, Texas	0 graduated with Bachelor’s degree
Data Analytics, General	SUNY College of Technology at Canton external site Canton, New York	0 graduated with Bachelor’s degree
Data Analytics, General	Texas State University external site San Marcos, Texas	0 graduated with Master’s degree
Data Analytics, General	Trevecca Nazarene University external site Nashville, Tennessee	0 graduated with Postbaccalaureate certificate
Data Analytics, General	Trocaire College external site Buffalo, New York	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Analytics, General	University of the Virgin Islands external site Charlotte Amalie, Virgin Islands	0 graduated with Less than one year certificate
Data Analytics, General	University of Vermont external site Burlington, Vermont	0 graduated with Postbaccalaureate certificate
Data Analytics, General	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	0 graduated with Bachelor’s degree
Data Analytics, General	Virginia State University external site Petersburg, Virginia	0 graduated with Master’s degree
Data Analytics, General	Winston-Salem State University external site Winston-Salem, North Carolina	0 graduated with Postbaccalaureate certificate
Data Analytics, Other	Florida Southern College external site Lakeland, Florida	0 graduated with Master’s degree
Data Analytics, Other	Kansas State University external site Manhattan, Kansas	0 graduated with Postbaccalaureate certificate
Data Analytics, Other	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Data Analytics, Other	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Data Analytics, Other	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Data Analytics, Other	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Data Analytics, Other	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Data Analytics, Other	Rockhurst University external site Kansas City, Missouri	0 graduated with Postbaccalaureate certificate
Data Analytics, Other	The University of Tennessee-Knoxville external site Knoxville, Tennessee	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Analytics, Other	University of Delaware external site Newark, Delaware	0 graduated with Master’s degree
Data Analytics, Other	University of New Haven external site West Haven, Connecticut	0 graduated with Postbaccalaureate certificate
Data Analytics, Other	University of North Carolina at Charlotte external site Charlotte, North Carolina	0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Alliant International University-San Diego external site San Diego, California	0 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Andrews University external site Berrien Springs, Michigan	0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Aquinas College external site Grand Rapids, Michigan	0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Bates Technical College external site Tacoma, Washington	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Butler Community College external site El Dorado, Kansas	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Central Connecticut State University external site New Britain, Connecticut	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Citrus College external site Glendora, California	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	City University of Seattle external site Seattle, Washington	0 graduated with Less than 12 weeks certificate 0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Columbus State University external site Columbus, Georgia	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Eastern Iowa Community College District external site Davenport, Iowa	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Eastern Washington University external site Cheney, Washington	0 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	EDP University of Puerto Rico Inc-San Juan external site San Juan, Puerto Rico	0 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Ensign College external site Salt Lake City, Utah	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Folsom Lake College external site Folsom, California	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Foothill College external site Los Altos Hills, California	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Governors State University external site University Park, Illinois	0 graduated with Post-master’s certificate
Data Modeling/Warehousing and Database Administration	Hennepin Technical College external site Brooklyn Park, Minnesota	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Hillsborough College external site Tampa, Florida	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Indiana University-Indianapolis external site Indianapolis, Indiana	0 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Inter American University of Puerto Rico-Metro external site San Juan, Puerto Rico	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Modeling/Warehousing and Database Administration	Kalamazoo Valley Community College external site Kalamazoo, Michigan	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Lakeland Community College external site Kirtland, Ohio	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Lewis University external site Romeoville, Illinois	0 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Lorain County Community College external site Elyria, Ohio	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Marion Technical College external site Marion, Ohio	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Marymount University external site Arlington, Virginia	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Miami Dade College external site Miami, Florida	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Miller-Motte College-Chattanooga external site Chattanooga, Tennessee	0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Northcentral Technical College external site Wausau, Wisconsin	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Oakton College external site Des Plaines, Illinois	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Oklahoma City Community College external site Oklahoma City, Oklahoma	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Parkland College external site Champaign, Illinois	0 graduated with Less than one year certificate
Data Modeling/Warehousing and Database Administration	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Remington College-Dallas Campus external site Dallas, Texas	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Roosevelt University external site Chicago, Illinois	0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Rowan College of South Jersey-Cumberland Campus external site Vineland, New Jersey	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Rowan College of South Jersey-Gloucester Campus external site Sewell, New Jersey	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Sacramento City College external site Sacramento, California	0 graduated with One but less than two years certificate
Data Modeling/Warehousing and Database Administration	South Puget Sound Community College external site Olympia, Washington	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Southern Crescent Technical College external site Griffin, Georgia	0 graduated with Less than one year certificate 0 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Data Modeling/Warehousing and Database Administration	Southwestern Illinois College external site Belleville, Illinois	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Stevens Institute of Technology external site Hoboken, New Jersey	0 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Texas State Technical College external site Waco, Texas	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	University of Phoenix-Arizona external site Phoenix, Arizona	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Data Modeling/Warehousing and Database Administration	Virginia Commonwealth University external site Richmond, Virginia	0 graduated with Postbaccalaureate certificate
Data Modeling/Warehousing and Database Administration	Waukesha County Technical College external site Pewaukee, Wisconsin	0 graduated with Associate’s degree
Data Modeling/Warehousing and Database Administration	Yakima Valley College external site Yakima, Washington	0 graduated with Less than one year certificate
Data Science, General	Alvernia University external site Reading, Pennsylvania	0 graduated with Bachelor’s degree
Data Science, General	Arkansas State University external site Jonesboro, Arkansas	0 graduated with Less than one year certificate
Data Science, General	Arkansas State University-Newport external site Newport, Arkansas	0 graduated with Associate’s degree
Data Science, General	Baldwin Wallace University external site Berea, Ohio	0 graduated with Bachelor’s degree
Data Science, General	Belhaven University external site Jackson, Mississippi	0 graduated with Master’s degree
Data Science, General	Belmont University external site Nashville, Tennessee	0 graduated with Master’s degree
Data Science, General	Boston College external site Chestnut Hill, Massachusetts	0 graduated with Associate’s degree
Data Science, General	California State Polytechnic University-Humboldt external site Arcata, California	0 graduated with Bachelor’s degree
Data Science, General	Cecil College external site North East, Maryland	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Science, General	Central Maine Community College external site Auburn, Maine	0 graduated with Associate’s degree
Data Science, General	Clemson University external site Clemson, South Carolina	0 graduated with Bachelor’s degree
Data Science, General	College of Saint Benedict external site Saint Joseph, Minnesota	0 graduated with Bachelor’s degree
Data Science, General	Coppin State University external site Baltimore, Maryland	0 graduated with Bachelor’s degree
Data Science, General	Creighton University external site Omaha, Nebraska	0 graduated with Bachelor’s degree
Data Science, General	CUNY Lehman College external site Bronx, New York	0 graduated with Bachelor’s degree
Data Science, General	Davis College external site Toledo, Ohio	0 graduated with Associate’s degree
Data Science, General	Delta College external site University Center, Michigan	0 graduated with Less than one year certificate
Data Science, General	Dominican University external site River Forest, Illinois	0 graduated with Bachelor’s degree
Data Science, General	Eastern Wyoming College external site Torrington, Wyoming	0 graduated with Less than one year certificate
Data Science, General	Edgewood University external site Madison, Wisconsin	0 graduated with Bachelor’s degree
Data Science, General	Emmanuel College external site Boston, Massachusetts	0 graduated with Bachelor’s degree
Data Science, General	Florida International University external site Miami, Florida	0 graduated with Bachelor’s degree
Data Science, General	Goucher College external site Baltimore, Maryland	0 graduated with Bachelor’s degree
Data Science, General	Graceland University-Lamoni external site Lamoni, Iowa	0 graduated with Master’s degree
Data Science, General	Grand View University external site Des Moines, Iowa	0 graduated with Two but less than 4 years certificate
Data Science, General	Hawaii Pacific University external site Honolulu, Hawaii	0 graduated with Less than one year certificate 0 graduated with Master’s degree
Data Science, General	Houston Christian University external site Houston, Texas	0 graduated with Master’s degree
Data Science, General	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Bachelor’s degree
Data Science, General	Indiana State University external site Terre Haute, Indiana	0 graduated with Bachelor’s degree
Data Science, General	Kutztown University of Pennsylvania external site Kutztown, Pennsylvania	0 graduated with Bachelor’s degree
Data Science, General	La Salle University external site Philadelphia, Pennsylvania	0 graduated with Master’s degree
Data Science, General	Lander University external site Greenwood, South Carolina	0 graduated with Bachelor’s degree
Data Science, General	Linfield University external site McMinnville, Oregon	0 graduated with Bachelor’s degree
Data Science, General	Lourdes University external site Sylvania, Ohio	0 graduated with Bachelor’s degree
Data Science, General	Lycoming College external site Williamsport, Pennsylvania	0 graduated with Bachelor’s degree
Data Science, General	Marshall University external site Huntington, West Virginia	0 graduated with Master’s degree
Data Science, General	Messiah University external site Mechanicsburg, Pennsylvania	0 graduated with Bachelor’s degree
Data Science, General	Monmouth College external site Monmouth, Illinois	0 graduated with Bachelor’s degree
Data Science, General	Moravian University external site Bethlehem, Pennsylvania	0 graduated with Bachelor’s degree
Data Science, General	Moreno Valley College external site Moreno Valley, California	0 graduated with Two but less than 4 years certificate
Data Science, General	North Arkansas College external site Harrison, Arkansas	0 graduated with Associate’s degree
Data Science, General	Northampton County Area Community College external site Bethlehem, Pennsylvania	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Science, General	Pacific Lutheran University external site Tacoma, Washington	0 graduated with Bachelor’s degree
Data Science, General	Pennsylvania State University-World Campus external site University Park, Pennsylvania	0 graduated with Bachelor’s degree
Data Science, General	Pepperdine University external site Malibu, California	0 graduated with Bachelor’s degree
Data Science, General	Polk State College external site Winter Haven, Florida	0 graduated with Less than one year certificate
Data Science, General	Purdue University-Main Campus external site West Lafayette, Indiana	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Science, General	Randolph-Macon College external site Ashland, Virginia	0 graduated with Bachelor’s degree
Data Science, General	Roberts Wesleyan University external site Rochester, New York	0 graduated with Bachelor’s degree
Data Science, General	Saint Edward's University external site Austin, Texas	0 graduated with Bachelor’s degree
Data Science, General	Saint Mary's College of California external site Moraga, California	0 graduated with Bachelor’s degree
Data Science, General	Sam Houston State University external site Huntsville, Texas	0 graduated with Bachelor’s degree
Data Science, General	San Francisco Bay University external site Fremont, California	0 graduated with Master’s degree
Data Science, General	Santa Monica College external site Santa Monica, California	0 graduated with Less than one year certificate
Data Science, General	Schiller International University external site Tampa, Florida	0 graduated with Master’s degree
Data Science, General	Seton Hall University external site South Orange, New Jersey	0 graduated with Master’s degree
Data Science, General	Southeastern University external site Lakeland, Florida	0 graduated with Less than one year certificate
Data Science, General	Southern University at New Orleans external site New Orleans, Louisiana	0 graduated with Bachelor’s degree
Data Science, General	St Bonaventure University external site Saint Bonaventure, New York	0 graduated with Bachelor’s degree
Data Science, General	Suffolk University external site Boston, Massachusetts	0 graduated with Master’s degree
Data Science, General	SUNY Maritime College external site Throggs Neck, New York	0 graduated with Bachelor’s degree
Data Science, General	Tallahassee State College external site Tallahassee, Florida	0 graduated with Associate’s degree
Data Science, General	The University of the South external site Sewanee, Tennessee	0 graduated with Bachelor’s degree
Data Science, General	UCNJ Union College of Union County, New Jersey external site Cranford, New Jersey	0 graduated with Associate’s degree
Data Science, General	University of Idaho external site Moscow, Idaho	0 graduated with Postbaccalaureate certificate
Data Science, General	University of Louisiana at Lafayette external site Lafayette, Louisiana	0 graduated with Less than one year certificate
Data Science, General	University of Missouri-Columbia external site Columbia, Missouri	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Data Science, General	University of Missouri-St Louis external site Saint Louis, Missouri	0 graduated with Less than one year certificate
Data Science, General	University of Southern Maine external site Portland, Maine	0 graduated with Less than one year certificate 0 graduated with Master’s degree
Data Science, General	Virginia Commonwealth University external site Richmond, Virginia	0 graduated with Postbaccalaureate certificate
Data Science, General	Walden University external site Minneapolis, Minnesota	0 graduated with Less than one year certificate 0 graduated with Master’s degree
Data Science, General	Washtenaw Community College external site Ann Arbor, Michigan	0 graduated with Less than one year certificate
Data Science, General	Weber State University external site Ogden, Utah	0 graduated with Master’s degree
Data Science, General	Western Kentucky University external site Bowling Green, Kentucky	0 graduated with Bachelor’s degree
Data Science, General	Western Michigan University external site Kalamazoo, Michigan	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Science, General	Wilmington University external site New Castle, Delaware	0 graduated with Bachelor’s degree
Data Science, General	Wisconsin Lutheran College external site Milwaukee, Wisconsin	0 graduated with Bachelor’s degree
Data Science, General	Wright State University-Main Campus external site Dayton, Ohio	0 graduated with Master’s degree
Data Science, General	Xavier University of Louisiana external site New Orleans, Louisiana	0 graduated with Bachelor’s degree
Data Science, Other	Carthage College external site Kenosha, Wisconsin	0 graduated with Bachelor’s degree
Data Science, Other	The University of Tennessee-Knoxville external site Knoxville, Tennessee	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Data Science, Other	University of Alaska Anchorage external site Anchorage, Alaska	0 graduated with Master’s degree
Data Science, Other	University of California-Santa Barbara external site Santa Barbara, California	0 graduated with Master’s degree
Data Science, Other	University of North Georgia external site Dahlonega, Georgia	0 graduated with Master’s degree
Data Science, Other	University of Washington-Seattle Campus external site Seattle, Washington	0 graduated with Master’s degree
Data Science, Other	William & Mary external site Williamsburg, Virginia	0 graduated with Postbaccalaureate certificate
Data Visualization	Agnes Scott College external site Decatur, Georgia	0 graduated with Postbaccalaureate certificate
Data Visualization	Saint Cloud State University external site Saint Cloud, Minnesota	0 graduated with Less than one year certificate
Data Visualization	Sinclair Community College external site Dayton, Ohio	0 graduated with Less than one year certificate
Data Visualization	University of Maine at Augusta external site Augusta, Maine	0 graduated with Postbaccalaureate certificate
Econometrics and Quantitative Economics	Bennington College external site Bennington, Vermont	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	California State University-East Bay external site Hayward, California	0 graduated with Master’s degree
Econometrics and Quantitative Economics	Emporia State University external site Emporia, Kansas	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Econometrics and Quantitative Economics	Goucher College external site Baltimore, Maryland	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Harvey Mudd College external site Claremont, California	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Econometrics and Quantitative Economics	Indiana State University external site Terre Haute, Indiana	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Northeastern University Oakland external site Oakland, California	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	0 graduated with Less than one year certificate
Econometrics and Quantitative Economics	Pennsylvania State University-Penn State Harrisburg external site Middletown, Pennsylvania	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Rensselaer Polytechnic Institute external site Troy, New York	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Econometrics and Quantitative Economics	Ripon College external site Ripon, Wisconsin	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Seattle University external site Seattle, Washington	0 graduated with Postbaccalaureate certificate 0 graduated with Post-master’s certificate
Econometrics and Quantitative Economics	Temple University external site Philadelphia, Pennsylvania	0 graduated with Doctor’s degree – research/scholarship
Econometrics and Quantitative Economics	University of Denver external site Denver, Colorado	0 graduated with Master’s degree
Econometrics and Quantitative Economics	University of Northern Iowa external site Cedar Falls, Iowa	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Vermont external site Burlington, Vermont	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of Washington-Bothell Campus external site Bothell, Washington	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	University of West Alabama external site Livingston, Alabama	0 graduated with Bachelor’s degree
Econometrics and Quantitative Economics	Yeshiva University external site New York, New York	0 graduated with Master’s degree
Economics and Computer Science	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Bachelor’s degree
Economics and Computer Science	Marian University external site Indianapolis, Indiana	0 graduated with Bachelor’s degree
Economics and Computer Science	University of Michigan-Dearborn external site Dearborn, Michigan	0 graduated with Bachelor’s degree
Financial Analytics	Champlain College external site Burlington, Vermont	0 graduated with Master’s degree
Financial Analytics	Florida State College at Jacksonville external site Jacksonville, Florida	0 graduated with One but less than two years certificate
Financial Analytics	Georgia Highlands College external site Rome, Georgia	0 graduated with Associate’s degree
Financial Analytics	Kent State University at Kent external site Kent, Ohio	0 graduated with Postbaccalaureate certificate
Financial Analytics	Lebanon Valley College external site Annville, Pennsylvania	0 graduated with Bachelor’s degree
Financial Analytics	New York Institute of Technology external site Old Westbury, New York	0 graduated with Master’s degree
Financial Analytics	Oakland University external site Rochester Hills, Michigan	0 graduated with Postbaccalaureate certificate
Financial Analytics	Savannah State University external site Savannah, Georgia	0 graduated with Less than one year certificate
Financial Analytics	University of Connecticut external site Storrs, Connecticut	0 graduated with Master’s degree
Financial Analytics	University of Michigan-Dearborn external site Dearborn, Michigan	0 graduated with Master’s degree
Financial Analytics	University of Nebraska-Lincoln external site Lincoln, Nebraska	0 graduated with Postbaccalaureate certificate
Financial Analytics	University of North Texas external site Denton, Texas	0 graduated with Master’s degree
Financial Analytics	Walsh College external site Troy, Michigan	0 graduated with Bachelor’s degree
Financial Analytics	Wayne State University external site Detroit, Michigan	0 graduated with Master’s degree
Financial Mathematics	Anderson University external site Anderson, Indiana	0 graduated with Bachelor’s degree
Financial Mathematics	Case Western Reserve University external site Cleveland, Ohio	0 graduated with Master’s degree
Financial Mathematics	Chapman University external site Orange, California	0 graduated with Master’s degree
Financial Mathematics	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree
Financial Mathematics	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Master’s degree
Financial Mathematics	Mount St. Joseph University external site Cincinnati, Ohio	0 graduated with Bachelor’s degree
Financial Mathematics	New Mexico State University-Main Campus external site Las Cruces, New Mexico	0 graduated with Master’s degree
Financial Mathematics	Southwest Baptist University external site Bolivar, Missouri	0 graduated with Bachelor’s degree
Financial Mathematics	The Catholic University of America external site Washington, District of Columbia	0 graduated with Bachelor’s degree
Financial Mathematics	The University of Texas at Tyler external site Tyler, Texas	0 graduated with Master’s degree
Financial Mathematics	University of Dayton external site Dayton, Ohio	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Financial Mathematics	University of Michigan-Dearborn external site Dearborn, Michigan	0 graduated with Less than one year certificate
Financial Mathematics	University of Mount Union external site Alliance, Ohio	0 graduated with Bachelor’s degree
Financial Mathematics	Whitman College external site Walla Walla, Washington	0 graduated with Bachelor’s degree
Financial Mathematics	Worcester Polytechnic Institute external site Worcester, Massachusetts	0 graduated with Master’s degree
Information Technology	Adrian College external site Adrian, Michigan	0 graduated with Bachelor’s degree
Information Technology	American University external site Washington, District of Columbia	0 graduated with Postbaccalaureate certificate
Information Technology	Arizona State University Campus Immersion external site Tempe, Arizona	0 graduated with Doctor’s degree – research/scholarship
Information Technology	Aspen University external site Phoenix, Arizona	0 graduated with Master’s degree
Information Technology	Bakersfield College external site Bakersfield, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Bergen Community College external site Paramus, New Jersey	0 graduated with Associate’s degree
Information Technology	Berkeley City College external site Berkeley, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	BridgeValley Community & Technical College external site South Charleston, West Virginia	0 graduated with Associate’s degree
Information Technology	Bucks County Community College external site Newtown, Pennsylvania	0 graduated with Associate’s degree
Information Technology	Cabrillo College external site Aptos, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	California State Polytechnic University-Humboldt external site Arcata, California	0 graduated with Bachelor’s degree
Information Technology	California State University-Sacramento external site Sacramento, California	0 graduated with Postbaccalaureate certificate
Information Technology	California State University-Stanislaus external site Turlock, California	0 graduated with Bachelor’s degree
Information Technology	Charleston Southern University external site Charleston, South Carolina	0 graduated with Master’s degree
Information Technology	City College of San Francisco external site San Francisco, California	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Harold Washington College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Harry S Truman College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Kennedy-King College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Malcolm X College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Olive-Harvey College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Richard J Daley College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Wilbur Wright College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City University of Seattle external site Seattle, Washington	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Doctor’s degree – research/scholarship
Information Technology	Clark Atlanta University external site Atlanta, Georgia	0 graduated with Bachelor’s degree
Information Technology	Clarkson University external site Potsdam, New York	0 graduated with Master’s degree
Information Technology	Coker University external site Hartsville, South Carolina	0 graduated with Bachelor’s degree
Information Technology	College of Southern Nevada external site Las Vegas, Nevada	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Connecticut State Community College external site New Britain, Connecticut	0 graduated with Associate’s degree
Information Technology	Cypress College external site Cypress, California	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	DeSales University external site Center Valley, Pennsylvania	0 graduated with Less than one year certificate
Information Technology	DeVry University-Texas external site Irving, Texas	0 graduated with Less than one year certificate 0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Dickinson State University external site Dickinson, North Dakota	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Dominican University external site River Forest, Illinois	0 graduated with Bachelor’s degree
Information Technology	DSDT external site Detroit, Michigan	0 graduated with Associate’s degree
Information Technology	Eastern Washington University external site Cheney, Washington	0 graduated with Postbaccalaureate certificate
Information Technology	Edison State Community College external site Piqua, Ohio	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico-Caguas external site Caguas, Puerto Rico	0 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico-Manati external site Manati, Puerto Rico	0 graduated with Associate’s degree
Information Technology	Fort Peck Community College external site Poplar, Montana	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Georgetown College external site Georgetown, Kentucky	0 graduated with Bachelor’s degree
Information Technology	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	0 graduated with Postbaccalaureate certificate
Information Technology	Goldey-Beacom College external site Wilmington, Delaware	0 graduated with Master’s degree
Information Technology	Henderson State University external site Arkadelphia, Arkansas	0 graduated with Less than one year certificate
Information Technology	Huntsville Bible College external site Huntsville, Alabama	0 graduated with Associate’s degree
Information Technology	Imperial Valley College external site Imperial, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Indiana Institute of Technology external site Fort Wayne, Indiana	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Indiana University-South Bend external site South Bend, Indiana	0 graduated with Master’s degree
Information Technology	Inter American University of Puerto Rico-Aguadilla external site Aguadilla, Puerto Rico	0 graduated with Bachelor’s degree
Information Technology	Irvine Valley College external site Irvine, California	0 graduated with Less than one year certificate
Information Technology	James A. Rhodes State College external site Lima, Ohio	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate
Information Technology	Kansas Wesleyan University external site Salina, Kansas	0 graduated with Bachelor’s degree
Information Technology	Kent State University at Kent external site Kent, Ohio	0 graduated with Master’s degree
Information Technology	Kentucky State University external site Frankfort, Kentucky	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate
Information Technology	Kutztown University of Pennsylvania external site Kutztown, Pennsylvania	0 graduated with Bachelor’s degree
Information Technology	Lake Tahoe Community College external site South Lake Tahoe, California	0 graduated with Less than one year certificate
Information Technology	Lamar Community College external site Lamar, Colorado	0 graduated with One but less than two years certificate
Information Technology	Madera Community College external site Madera, California	0 graduated with Less than one year certificate
Information Technology	Marian University external site Fond Du Lac, Wisconsin	0 graduated with Bachelor’s degree
Information Technology	Massachusetts College of Liberal Arts external site North Adams, Massachusetts	0 graduated with Less than one year certificate
Information Technology	McPherson College external site McPherson, Kansas	0 graduated with Bachelor’s degree
Information Technology	Mendocino College external site Ukiah, California	0 graduated with Associate’s degree
Information Technology	Merrimack College external site North Andover, Massachusetts	0 graduated with Bachelor’s degree
Information Technology	Metropolitan Community College Area external site Omaha, Nebraska	0 graduated with One but less than two years certificate
Information Technology	Minnesota West Community and Technical College external site Granite Falls, Minnesota	0 graduated with Associate’s degree
Information Technology	Missouri State University-West Plains external site West Plains, Missouri	0 graduated with Less than one year certificate
Information Technology	Missouri University of Science and Technology external site Rolla, Missouri	0 graduated with Master’s degree
Information Technology	Missouri Western State University external site Saint Joseph, Missouri	0 graduated with Bachelor’s degree
Information Technology	Monmouth University external site West Long Branch, New Jersey	0 graduated with Less than one year certificate
Information Technology	Monroe University external site Bronx, New York	0 graduated with Bachelor’s degree
Information Technology	Moorpark College external site Moorpark, California	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Mountain Gateway Community College external site Clifton Forge, Virginia	0 graduated with One but less than two years certificate
Information Technology	Mt Hood Community College external site Gresham, Oregon	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Napa Valley College external site Napa, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	New Mexico State University-Dona Ana external site Las Cruces, New Mexico	0 graduated with One but less than two years certificate
Information Technology	Newberry College external site Newberry, South Carolina	0 graduated with Bachelor’s degree
Information Technology	North Central Missouri College external site Trenton, Missouri	0 graduated with Associate’s degree
Information Technology	Northeastern University external site Boston, Massachusetts	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	Northern Oklahoma College external site Tonkawa, Oklahoma	0 graduated with Associate’s degree
Information Technology	Northwestern Michigan College external site Traverse City, Michigan	0 graduated with Less than one year certificate
Information Technology	Oakwood University external site Huntsville, Alabama	0 graduated with Bachelor’s degree
Information Technology	Oklahoma State University-Oklahoma City external site Oklahoma City, Oklahoma	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Olivet Nazarene University external site Bourbonnais, Illinois	0 graduated with Bachelor’s degree
Information Technology	Ottawa University-Kansas City external site Overland Park, Kansas	0 graduated with Bachelor’s degree
Information Technology	Oxnard College external site Oxnard, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Palm Beach State College external site Lake Worth, Florida	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Pamlico Community College external site Grantsboro, North Carolina	0 graduated with Less than one year certificate
Information Technology	Pierce College District external site Lakewood, Washington	0 graduated with Associate’s degree
Information Technology	Platt College-Los Angeles external site Alhambra, California	0 graduated with Associate’s degree
Information Technology	Point Park University external site Pittsburgh, Pennsylvania	0 graduated with Bachelor’s degree
Information Technology	Robert Morris University external site Moon Township, Pennsylvania	0 graduated with Master’s degree
Information Technology	Roberts Wesleyan University external site Rochester, New York	0 graduated with Bachelor’s degree
Information Technology	Rockhurst University external site Kansas City, Missouri	0 graduated with Master’s degree
Information Technology	Rockland Community College external site Suffern, New York	0 graduated with Associate’s degree
Information Technology	Roosevelt University external site Chicago, Illinois	0 graduated with Bachelor’s degree
Information Technology	Saddleback College external site Mission Viejo, California	0 graduated with Less than one year certificate
Information Technology	Saint Ambrose University external site Davenport, Iowa	0 graduated with Bachelor’s degree
Information Technology	Saint Joseph's College of Maine external site Standish, Maine	0 graduated with Less than one year certificate
Information Technology	Saint Vincent College external site Latrobe, Pennsylvania	0 graduated with Bachelor’s degree
Information Technology	San Diego Miramar College external site San Diego, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	San Diego State University external site San Diego, California	0 graduated with Master’s degree
Information Technology	Santiago Canyon College external site Orange, California	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Schiller International University external site Tampa, Florida	0 graduated with Bachelor’s degree
Information Technology	Siena Heights University external site Adrian, Michigan	0 graduated with Bachelor’s degree
Information Technology	Simpson College external site Indianola, Iowa	0 graduated with Postbaccalaureate certificate
Information Technology	Sinclair Community College external site Dayton, Ohio	0 graduated with Associate’s degree
Information Technology	Southeastern College-Charleston external site North Charleston, South Carolina	0 graduated with Associate’s degree
Information Technology	Southeastern College-Columbia external site Columbia, South Carolina	0 graduated with Associate’s degree
Information Technology	Southern Utah University external site Cedar City, Utah	0 graduated with Associate’s degree
Information Technology	Southwest Virginia Community College external site Cedar Bluff, Virginia	0 graduated with Associate’s degree
Information Technology	Stellar Career College-Crown Point external site Crown Point, Indiana	0 graduated with Associate’s degree
Information Technology	SUNY Adirondack external site Queensbury, New York	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Tallahassee State College external site Tallahassee, Florida	0 graduated with Associate’s degree
Information Technology	The Catholic University of America external site Washington, District of Columbia	0 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	Thomas More University external site Crestview Hills, Kentucky	0 graduated with Bachelor’s degree
Information Technology	Tiffin University external site Tiffin, Ohio	0 graduated with Bachelor’s degree
Information Technology	Trinity Washington University external site Washington, District of Columbia	0 graduated with Bachelor’s degree
Information Technology	Tusculum University external site Greeneville, Tennessee	0 graduated with Bachelor’s degree
Information Technology	Union University external site Jackson, Tennessee	0 graduated with Bachelor’s degree
Information Technology	University of Arkansas at Little Rock external site Little Rock, Arkansas	0 graduated with Less than one year certificate
Information Technology	University of Cincinnati-Blue Ash College external site Blue Ash, Ohio	0 graduated with Associate’s degree
Information Technology	University of Fairfax external site Salem, Virginia	0 graduated with Master’s degree
Information Technology	University of Virginia-Main Campus external site Charlottesville, Virginia	0 graduated with Less than one year certificate
Information Technology	University of Wisconsin-Superior external site Superior, Wisconsin	0 graduated with Less than one year certificate
Information Technology	University of Wyoming external site Laramie, Wyoming	0 graduated with Master’s degree
Information Technology	Ventura College external site Ventura, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	0 graduated with Postbaccalaureate certificate
Information Technology	Wade College external site Dallas, Texas	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Walla Walla University external site College Place, Washington	0 graduated with Bachelor’s degree
Information Technology	Walsh University external site North Canton, Ohio	0 graduated with Bachelor’s degree
Information Technology	Waynesburg University external site Waynesburg, Pennsylvania	0 graduated with Bachelor’s degree
Information Technology	Waynesville Career Center external site Waynesville, Missouri	0 graduated with One but less than two years certificate
Information Technology	West Valley College external site Saratoga, California	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Westminster College external site Fulton, Missouri	0 graduated with Bachelor’s degree
Information Technology	William Penn University external site Oskaloosa, Iowa	0 graduated with Bachelor’s degree
Linguistics and Computer Science	Carnegie Mellon University external site Pittsburgh, Pennsylvania	0 graduated with Bachelor’s degree
Linguistics and Computer Science	University of Colorado Boulder external site Boulder, Colorado	0 graduated with Master’s degree
Management Science	American International College external site Springfield, Massachusetts	0 graduated with Post-master’s certificate
Management Science	Caldwell University external site Caldwell, New Jersey	0 graduated with Master’s degree
Management Science	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	0 graduated with Master’s degree
Management Science	California State University-Los Angeles external site Los Angeles, California	0 graduated with Postbaccalaureate certificate
Management Science	Central Baptist College external site Conway, Arkansas	0 graduated with Bachelor’s degree
Management Science	Central Methodist University-College of Liberal Arts and Sciences external site Fayette, Missouri	0 graduated with Bachelor’s degree
Management Science	Claflin University external site Orangeburg, South Carolina	0 graduated with Bachelor’s degree
Management Science	Cleary University external site Howell, Michigan	0 graduated with Associate’s degree
Management Science	Coker University external site Hartsville, South Carolina	0 graduated with Bachelor’s degree
Management Science	Columbia University in the City of New York external site New York, New York	0 graduated with Master’s degree
Management Science	Community College of Allegheny County external site Pittsburgh, Pennsylvania	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Management Science	Corban University external site Salem, Oregon	0 graduated with Master’s degree
Management Science	Dakota Wesleyan University external site Mitchell, South Dakota	0 graduated with Bachelor’s degree
Management Science	Denison University external site Granville, Ohio	0 graduated with Bachelor’s degree
Management Science	Felician University external site Lodi, New Jersey	0 graduated with Bachelor’s degree
Management Science	GateWay Community College external site Phoenix, Arizona	0 graduated with Less than one year certificate
Management Science	Georgia Gwinnett College external site Lawrenceville, Georgia	0 graduated with Less than one year certificate
Management Science	Henderson State University external site Arkadelphia, Arkansas	0 graduated with Less than one year certificate
Management Science	Hillsborough College external site Tampa, Florida	0 graduated with Less than one year certificate
Management Science	Indiana State University external site Terre Haute, Indiana	0 graduated with Less than one year certificate
Management Science	Kent State University at Kent external site Kent, Ohio	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Management Science	La Salle University external site Philadelphia, Pennsylvania	0 graduated with Master’s degree
Management Science	Lawrence Technological University external site Southfield, Michigan	0 graduated with Master’s degree
Management Science	Lourdes University external site Sylvania, Ohio	0 graduated with Bachelor’s degree
Management Science	Manchester University external site North Manchester, Indiana	0 graduated with Bachelor’s degree
Management Science	Manor College external site Jenkintown, Pennsylvania	0 graduated with Bachelor’s degree
Management Science	Miami University-Oxford external site Oxford, Ohio	0 graduated with Bachelor’s degree
Management Science	Midland University external site Fremont, Nebraska	0 graduated with Postbaccalaureate certificate
Management Science	Missouri Southern State University external site Joplin, Missouri	0 graduated with Master’s degree
Management Science	Mount Mary University external site Milwaukee, Wisconsin	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Management Science	National University external site San Diego, California	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Management Science	Northeastern University external site Boston, Massachusetts	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Management Science	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Management Science	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Management Science	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Management Science	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Management Science	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Management Science	Oklahoma City University external site Oklahoma City, Oklahoma	0 graduated with Master’s degree
Management Science	Olivet Nazarene University external site Bourbonnais, Illinois	0 graduated with Bachelor’s degree
Management Science	Ottawa University-Ottawa external site Ottawa, Kansas	0 graduated with Doctor’s degree – research/scholarship
Management Science	Pennsylvania State University-Penn State Erie-Behrend College external site Erie, Pennsylvania	0 graduated with Master’s degree
Management Science	Portland State University external site Portland, Oregon	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Management Science	Post University external site Waterbury, Connecticut	0 graduated with Master’s degree
Management Science	Rasmussen University-Minnesota external site St. Cloud, Minnesota	0 graduated with Master’s degree
Management Science	Rockhurst University external site Kansas City, Missouri	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Management Science	Rowan University external site Glassboro, New Jersey	0 graduated with Postbaccalaureate certificate
Management Science	Saint Xavier University external site Chicago, Illinois	0 graduated with Master’s degree
Management Science	San Jose State University external site San Jose, California	0 graduated with Master’s degree
Management Science	Shippensburg University of Pennsylvania external site Shippensburg, Pennsylvania	0 graduated with Postbaccalaureate certificate
Management Science	South Dakota State University external site Brookings, South Dakota	0 graduated with Postbaccalaureate certificate
Management Science	St. Mary's University external site San Antonio, Texas	0 graduated with Postbaccalaureate certificate
Management Science	State University of New York at New Paltz external site New Paltz, New York	0 graduated with Bachelor’s degree
Management Science	SUNY Buffalo State University external site Buffalo, New York	0 graduated with Master’s degree
Management Science	University of California-Merced external site Merced, California	0 graduated with Bachelor’s degree
Management Science	University of Indianapolis external site Indianapolis, Indiana	0 graduated with Master’s degree
Management Science	University of Kentucky external site Lexington, Kentucky	0 graduated with Bachelor’s degree
Management Science	University of North Carolina at Greensboro external site Greensboro, North Carolina	0 graduated with Master’s degree
Management Science	University of North Texas external site Denton, Texas	0 graduated with Postbaccalaureate certificate
Management Science	Vanderbilt University external site Nashville, Tennessee	0 graduated with Master’s degree
Management Science	Viterbo University external site La Crosse, Wisconsin	0 graduated with Master’s degree
Management Science	Washington State University external site Pullman, Washington	0 graduated with Doctor’s degree – research/scholarship
Management Science	Washtenaw Community College external site Ann Arbor, Michigan	0 graduated with Less than one year certificate
Management Science	Western Michigan University external site Kalamazoo, Michigan	0 graduated with Bachelor’s degree
Management Science	Winona State University external site Winona, Minnesota	0 graduated with Master’s degree
Mathematical Biology	Bennington College external site Bennington, Vermont	0 graduated with Bachelor’s degree
Mathematical Biology	University of Maryland-College Park external site College Park, Maryland	0 graduated with Postbaccalaureate certificate
Mathematical Statistics and Probability	Adrian College external site Adrian, Michigan	0 graduated with Less than one year certificate
Mathematical Statistics and Probability	Albion College external site Albion, Michigan	0 graduated with Bachelor’s degree
Mathematical Statistics and Probability	Missouri University of Science and Technology external site Rolla, Missouri	0 graduated with Postbaccalaureate certificate
Mathematical Statistics and Probability	Northwestern College external site Orange City, Iowa	0 graduated with Bachelor’s degree
Mathematical Statistics and Probability	The University of Alabama external site Tuscaloosa, Alabama	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematical Statistics and Probability	University of Chicago external site Chicago, Illinois	0 graduated with Master’s degree
Mathematical Statistics and Probability	University of the Incarnate Word external site San Antonio, Texas	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematical Statistics and Probability	University of Washington-Seattle Campus external site Seattle, Washington	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Arizona State University Campus Immersion external site Tempe, Arizona	0 graduated with Less than one year certificate
Mathematics and Computer Science	Brown University external site Providence, Rhode Island	0 graduated with Master’s degree
Mathematics and Computer Science	Bryan College-Dayton external site Dayton, Tennessee	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Chestnut Hill College external site Philadelphia, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Claflin University external site Orangeburg, South Carolina	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Emory & Henry University external site Emory, Virginia	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Hampden-Sydney College external site Hampden-Sydney, Virginia	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Lawrence University external site Appleton, Wisconsin	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Lipscomb University external site Nashville, Tennessee	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Newberry College external site Newberry, South Carolina	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Pitzer College external site Claremont, California	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Ripon College external site Ripon, Wisconsin	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Saint Mary's University of Minnesota external site Winona, Minnesota	0 graduated with Bachelor’s degree
Mathematics and Computer Science	San Diego State University external site San Diego, California	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Springfield College external site Springfield, Massachusetts	0 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Wisconsin-Whitewater external site Whitewater, Wisconsin	0 graduated with Less than one year certificate
Mathematics and Computer Science	Wheaton College (Massachusetts) external site Norton, Massachusetts	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Wichita State University external site Wichita, Kansas	0 graduated with Bachelor’s degree
Mathematics and Statistics	Barnard College external site New York, New York	0 graduated with Bachelor’s degree
Mathematics and Statistics	Bradley University external site Peoria, Illinois	0 graduated with Bachelor’s degree
Mathematics and Statistics	Colby College external site Waterville, Maine	0 graduated with Bachelor’s degree
Mathematics and Statistics	College of Charleston external site Charleston, South Carolina	0 graduated with Doctor’s degree – research/scholarship
Mathematics and Statistics	Dartmouth College external site Hanover, New Hampshire	0 graduated with Bachelor’s degree
Mathematics and Statistics	Emmanuel College external site Boston, Massachusetts	0 graduated with Bachelor’s degree
Mathematics and Statistics	Misericordia University external site Dallas, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics and Statistics	Rockhurst University external site Kansas City, Missouri	0 graduated with Less than one year certificate
Mathematics and Statistics	Simmons University external site Boston, Massachusetts	0 graduated with Bachelor’s degree
Mathematics and Statistics	University of Arizona external site Tucson, Arizona	0 graduated with Bachelor’s degree
Mathematics and Statistics	Ursinus College external site Collegeville, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics and Statistics	Western Carolina University external site Cullowhee, North Carolina	0 graduated with Postbaccalaureate certificate
Mathematics and Statistics	Wright State University-Main Campus external site Dayton, Ohio	0 graduated with Postbaccalaureate certificate
Mathematics and Statistics, Other	Anderson University external site Anderson, Indiana	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Barnard College external site New York, New York	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Boston University external site Boston, Massachusetts	0 graduated with Two but less than 4 years certificate
Mathematics and Statistics, Other	Chapman University external site Orange, California	0 graduated with Doctor’s degree – research/scholarship
Mathematics and Statistics, Other	Dartmouth College external site Hanover, New Hampshire	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Grinnell College external site Grinnell, Iowa	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Johns Hopkins University external site Baltimore, Maryland	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics and Statistics, Other	Kean University external site Union, New Jersey	0 graduated with Master’s degree
Mathematics and Statistics, Other	Northwestern Oklahoma State University external site Alva, Oklahoma	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Oklahoma Christian University external site Edmond, Oklahoma	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	Radford University external site Radford, Virginia	0 graduated with Postbaccalaureate certificate
Mathematics and Statistics, Other	Siena University external site Loudonville, New York	0 graduated with One but less than two years certificate
Mathematics and Statistics, Other	SUNY at Fredonia external site Fredonia, New York	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	The University of Alabama external site Tuscaloosa, Alabama	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Statistics, Other	University at Albany external site Albany, New York	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	University of Denver external site Denver, Colorado	0 graduated with Doctor’s degree – research/scholarship
Mathematics and Statistics, Other	University of Mary external site Bismarck, North Dakota	0 graduated with Bachelor’s degree
Mathematics and Statistics, Other	University of Nevada-Las Vegas external site Las Vegas, Nevada	0 graduated with Postbaccalaureate certificate
Mathematics and Statistics, Other	University of Northern Colorado external site Greeley, Colorado	0 graduated with Doctor’s degree – research/scholarship
Mathematics and Statistics, Other	Whitman College external site Walla Walla, Washington	0 graduated with Bachelor’s degree
Mathematics, General	Anderson University external site Anderson, Indiana	0 graduated with Bachelor’s degree
Mathematics, General	Averett University external site Danville, Virginia	0 graduated with Bachelor’s degree
Mathematics, General	Barton County Community College external site Great Bend, Kansas	0 graduated with Associate’s degree
Mathematics, General	Benedict College external site Columbia, South Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Bennett College external site Greensboro, North Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Bethune-Cookman University external site Daytona Beach, Florida	0 graduated with Bachelor’s degree
Mathematics, General	Bluefield University external site Bluefield, Virginia	0 graduated with Bachelor’s degree
Mathematics, General	Briar Cliff University external site Sioux City, Iowa	0 graduated with Bachelor’s degree
Mathematics, General	Bridgewater College external site Bridgewater, Virginia	0 graduated with Bachelor’s degree
Mathematics, General	Cameron University external site Lawton, Oklahoma	0 graduated with Bachelor’s degree
Mathematics, General	Carlow University external site Pittsburgh, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics, General	Catawba College external site Salisbury, North Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Centenary College of Louisiana external site Shreveport, Louisiana	0 graduated with Bachelor’s degree
Mathematics, General	Central Christian College of Kansas external site McPherson, Kansas	0 graduated with Bachelor’s degree
Mathematics, General	Cheyney University of Pennsylvania external site Cheyney, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics, General	City University of Seattle external site Seattle, Washington	0 graduated with Bachelor’s degree
Mathematics, General	Claflin University external site Orangeburg, South Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Clarendon College external site Clarendon, Texas	0 graduated with Associate’s degree
Mathematics, General	Coahoma Community College external site Clarksdale, Mississippi	0 graduated with Associate’s degree
Mathematics, General	College of Saint Mary external site Omaha, Nebraska	0 graduated with Bachelor’s degree
Mathematics, General	College of Southern Nevada external site Las Vegas, Nevada	0 graduated with Associate’s degree
Mathematics, General	College of the Siskiyous external site Weed, California	0 graduated with Associate’s degree
Mathematics, General	Community College of Beaver County external site Monaca, Pennsylvania	0 graduated with Associate’s degree
Mathematics, General	Community College of Rhode Island external site Warwick, Rhode Island	0 graduated with Associate’s degree
Mathematics, General	Concordia University Ann Arbor external site Ann Arbor, Michigan	0 graduated with Bachelor’s degree
Mathematics, General	Culver-Stockton College external site Canton, Missouri	0 graduated with Bachelor’s degree
Mathematics, General	D'Youville University external site Buffalo, New York	0 graduated with Bachelor’s degree
Mathematics, General	Daemen University external site Amherst, New York	0 graduated with Bachelor’s degree
Mathematics, General	Dallas College external site Dallas, Texas	0 graduated with Associate’s degree
Mathematics, General	Defiance College external site Defiance, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Dickinson State University external site Dickinson, North Dakota	0 graduated with Bachelor’s degree
Mathematics, General	East Georgia State College external site Swainsboro, Georgia	0 graduated with Associate’s degree
Mathematics, General	East-West University external site Chicago, Illinois	0 graduated with Bachelor’s degree
Mathematics, General	Eastern Iowa Community College District external site Davenport, Iowa	0 graduated with Associate’s degree
Mathematics, General	Friends University external site Wichita, Kansas	0 graduated with Bachelor’s degree
Mathematics, General	Galveston College external site Galveston, Texas	0 graduated with Associate’s degree
Mathematics, General	GateWay Community College external site Phoenix, Arizona	0 graduated with Associate’s degree
Mathematics, General	Georgia Southwestern State University external site Americus, Georgia	0 graduated with Bachelor’s degree
Mathematics, General	Gogebic Community College external site Ironwood, Michigan	0 graduated with Associate’s degree
Mathematics, General	Goucher College external site Baltimore, Maryland	0 graduated with Bachelor’s degree
Mathematics, General	Grace College and Theological Seminary external site Winona Lake, Indiana	0 graduated with Bachelor’s degree
Mathematics, General	Guilford College external site Greensboro, North Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Hampden-Sydney College external site Hampden-Sydney, Virginia	0 graduated with Bachelor’s degree
Mathematics, General	Hampshire College external site Amherst, Massachusetts	0 graduated with Bachelor’s degree
Mathematics, General	Hannibal-LaGrange University external site Hannibal, Missouri	0 graduated with Bachelor’s degree
Mathematics, General	Heritage University external site Toppenish, Washington	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Mathematics, General	Herkimer County Community College external site Herkimer, New York	0 graduated with Associate’s degree
Mathematics, General	Hiram College external site Hiram, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Howard College external site Big Spring, Texas	0 graduated with Associate’s degree
Mathematics, General	Howard Payne University external site Brownwood, Texas	0 graduated with Bachelor’s degree
Mathematics, General	Inter American University of Puerto Rico-San German external site San German, Puerto Rico	0 graduated with Bachelor’s degree
Mathematics, General	Iowa Central Community College external site Fort Dodge, Iowa	0 graduated with Associate’s degree
Mathematics, General	Jarvis Christian University external site Hawkins, Texas	0 graduated with Bachelor’s degree
Mathematics, General	Johnson University external site Knoxville, Tennessee	0 graduated with Bachelor’s degree
Mathematics, General	Kent State University at Stark external site North Canton, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Kirkwood Community College external site Cedar Rapids, Iowa	0 graduated with Associate’s degree
Mathematics, General	Lake Michigan College external site Benton Harbor, Michigan	0 graduated with Associate’s degree
Mathematics, General	Lakeland University external site Plymouth, Wisconsin	0 graduated with Bachelor’s degree
Mathematics, General	Langston University external site Langston, Oklahoma	0 graduated with Bachelor’s degree
Mathematics, General	Lee College external site Baytown, Texas	0 graduated with Associate’s degree
Mathematics, General	Lehigh Carbon Community College external site Schnecksville, Pennsylvania	0 graduated with Associate’s degree
Mathematics, General	Lewis-Clark State College external site Lewiston, Idaho	0 graduated with Bachelor’s degree
Mathematics, General	Lincoln Memorial University external site Harrogate, Tennessee	0 graduated with Bachelor’s degree
Mathematics, General	Linn-Benton Community College external site Albany, Oregon	0 graduated with Associate’s degree
Mathematics, General	Luzerne County Community College external site Nanticoke, Pennsylvania	0 graduated with Associate’s degree
Mathematics, General	Manchester University external site North Manchester, Indiana	0 graduated with Bachelor’s degree
Mathematics, General	Maranatha Baptist University external site Watertown, Wisconsin	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Mathematics, General	Marian University external site Fond Du Lac, Wisconsin	0 graduated with Bachelor’s degree
Mathematics, General	Marymount University external site Arlington, Virginia	0 graduated with Bachelor’s degree
Mathematics, General	McLennan Community College external site Waco, Texas	0 graduated with Associate’s degree
Mathematics, General	McPherson College external site McPherson, Kansas	0 graduated with Bachelor’s degree
Mathematics, General	Metropolitan State University external site Saint Paul, Minnesota	0 graduated with Postbaccalaureate certificate
Mathematics, General	Midwestern State University external site Wichita Falls, Texas	0 graduated with Bachelor’s degree
Mathematics, General	Mississippi Delta Community College external site Moorhead, Mississippi	0 graduated with Associate’s degree
Mathematics, General	Missouri Western State University external site Saint Joseph, Missouri	0 graduated with Bachelor’s degree
Mathematics, General	Morgan Community College external site Fort Morgan, Colorado	0 graduated with Associate’s degree
Mathematics, General	Morris College external site Sumter, South Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Mount Marty University external site Yankton, South Dakota	0 graduated with Bachelor’s degree
Mathematics, General	Mt Hood Community College external site Gresham, Oregon	0 graduated with Associate’s degree
Mathematics, General	National University external site San Diego, California	0 graduated with Bachelor’s degree
Mathematics, General	Navajo Technical University external site Crownpoint, New Mexico	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Mathematics, General	Navarro College external site Corsicana, Texas	0 graduated with Associate’s degree
Mathematics, General	New Mexico Highlands University external site Las Vegas, New Mexico	0 graduated with Bachelor’s degree
Mathematics, General	North Central University external site Minneapolis, Minnesota	0 graduated with Bachelor’s degree
Mathematics, General	North Hennepin Community College external site Brooklyn Park, Minnesota	0 graduated with Associate’s degree
Mathematics, General	North Iowa Area Community College external site Mason City, Iowa	0 graduated with Associate’s degree
Mathematics, General	Northeast Lakeview College external site Universal City, Texas	0 graduated with Associate’s degree
Mathematics, General	Northern New Mexico College external site Espanola, New Mexico	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Mathematics, General	Northwest Vista College external site San Antonio, Texas	0 graduated with Associate’s degree
Mathematics, General	Nueta Hidatsa Sahnish College external site New Town, North Dakota	0 graduated with Associate’s degree
Mathematics, General	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Oklahoma City University external site Oklahoma City, Oklahoma	0 graduated with Bachelor’s degree
Mathematics, General	Otero College external site La Junta, Colorado	0 graduated with Associate’s degree
Mathematics, General	Ottawa University-Milwaukee external site Brookfield, Wisconsin	0 graduated with Bachelor’s degree
Mathematics, General	Ottawa University-Surprise external site Surprise, Arizona	0 graduated with Bachelor’s degree
Mathematics, General	Owens Community College external site Perrysburg, Ohio	0 graduated with Associate’s degree
Mathematics, General	Pacific Union College external site Angwin, California	0 graduated with Bachelor’s degree
Mathematics, General	Paine College external site Augusta, Georgia	0 graduated with Bachelor’s degree
Mathematics, General	Paris Junior College external site Paris, Texas	0 graduated with Associate’s degree
Mathematics, General	Paul Quinn College external site Dallas, Texas	0 graduated with Bachelor’s degree
Mathematics, General	Pennsylvania State University-Penn State Abington external site Abington, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics, General	Pennsylvania State University-World Campus external site University Park, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics, General	Pfeiffer University external site Misenheimer, North Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Pontifical Catholic University of Puerto Rico-Ponce external site Ponce, Puerto Rico	0 graduated with Bachelor’s degree
Mathematics, General	Presbyterian College external site Clinton, South Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Rockhurst University external site Kansas City, Missouri	0 graduated with Bachelor’s degree
Mathematics, General	Rosemont College external site Rosemont, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics, General	Rowan College of South Jersey-Cumberland Campus external site Vineland, New Jersey	0 graduated with Associate’s degree
Mathematics, General	Saint Joseph's College of Maine external site Standish, Maine	0 graduated with Bachelor’s degree
Mathematics, General	Saint Leo University external site Saint Leo, Florida	0 graduated with Bachelor’s degree
Mathematics, General	Salem Community College external site Carneys Point, New Jersey	0 graduated with Associate’s degree
Mathematics, General	San Antonio College external site San Antonio, Texas	0 graduated with Associate’s degree
Mathematics, General	Shorter University external site Rome, Georgia	0 graduated with Bachelor’s degree
Mathematics, General	South Carolina State University external site Orangeburg, South Carolina	0 graduated with Bachelor’s degree
Mathematics, General	South Plains College external site Levelland, Texas	0 graduated with Associate’s degree
Mathematics, General	Southeastern Community College external site West Burlington, Iowa	0 graduated with Associate’s degree
Mathematics, General	Southeastern University external site Lakeland, Florida	0 graduated with Bachelor’s degree
Mathematics, General	Southern Virginia University external site Buena Vista, Virginia	0 graduated with Bachelor’s degree
Mathematics, General	Southwest Baptist University external site Bolivar, Missouri	0 graduated with Bachelor’s degree
Mathematics, General	Southwest Minnesota State University external site Marshall, Minnesota	0 graduated with Bachelor’s degree
Mathematics, General	Spring Arbor University external site Spring Arbor, Michigan	0 graduated with Bachelor’s degree
Mathematics, General	St Philip's College external site San Antonio, Texas	0 graduated with Associate’s degree
Mathematics, General	Stark State College external site North Canton, Ohio	0 graduated with Associate’s degree
Mathematics, General	Stone Child College external site Box Elder, Montana	0 graduated with Associate’s degree
Mathematics, General	Sullivan County Community College external site Loch Sheldrake, New York	0 graduated with Associate’s degree
Mathematics, General	SUNY Polytechnic Institute external site Utica, New York	0 graduated with Bachelor’s degree
Mathematics, General	Texarkana College external site Texarkana, Texas	0 graduated with Associate’s degree
Mathematics, General	Texas College external site Tyler, Texas	0 graduated with Bachelor’s degree
Mathematics, General	Texas State Technical College external site Waco, Texas	0 graduated with Associate’s degree
Mathematics, General	Thiel College external site Greenville, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics, General	Tiffin University external site Tiffin, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Trinity Christian College external site Palos Heights, Illinois	0 graduated with Bachelor’s degree
Mathematics, General	Trinity Washington University external site Washington, District of Columbia	0 graduated with Bachelor’s degree
Mathematics, General	Universidad del Sagrado Corazon external site Santurce, Puerto Rico	0 graduated with Bachelor’s degree
Mathematics, General	University of Detroit Mercy external site Detroit, Michigan	0 graduated with Bachelor’s degree
Mathematics, General	University of Maryland Eastern Shore external site Princess Anne, Maryland	0 graduated with Bachelor’s degree
Mathematics, General	University of New Haven external site West Haven, Connecticut	0 graduated with Bachelor’s degree
Mathematics, General	University of Northwestern-St Paul external site Saint Paul, Minnesota	0 graduated with Bachelor’s degree
Mathematics, General	University of Providence external site Great Falls, Montana	0 graduated with Bachelor’s degree
Mathematics, General	University of the Incarnate Word external site San Antonio, Texas	0 graduated with Bachelor’s degree
Mathematics, General	Upper Iowa University external site Fayette, Iowa	0 graduated with Bachelor’s degree
Mathematics, General	Ursuline College external site Pepper Pike, Ohio	0 graduated with Bachelor’s degree
Mathematics, General	Valdosta State University external site Valdosta, Georgia	0 graduated with Bachelor’s degree
Mathematics, General	Viterbo University external site La Crosse, Wisconsin	0 graduated with Bachelor’s degree
Mathematics, General	Voorhees University external site Denmark, South Carolina	0 graduated with Bachelor’s degree
Mathematics, General	Washington State College of Ohio external site Marietta, Ohio	0 graduated with Associate’s degree
Mathematics, General	West Virginia University Institute of Technology external site Beckley, West Virginia	0 graduated with Bachelor’s degree
Mathematics, General	Western Iowa Tech Community College external site Sioux City, Iowa	0 graduated with Associate’s degree
Mathematics, General	Western Nebraska Community College external site Scottsbluff, Nebraska	0 graduated with Associate’s degree
Mathematics, General	Western Nevada College external site Carson City, Nevada	0 graduated with Associate’s degree
Mathematics, General	Western Texas College external site Snyder, Texas	0 graduated with Associate’s degree
Mathematics, General	Western Wyoming Community College external site Rock Springs, Wyoming	0 graduated with Associate’s degree
Mathematics, General	Wharton County Junior College external site Wharton, Texas	0 graduated with Associate’s degree
Mathematics, General	Widener University external site Chester, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics, General	William Penn University external site Oskaloosa, Iowa	0 graduated with Bachelor’s degree
Mathematics, General	William Woods University external site Fulton, Missouri	0 graduated with Bachelor’s degree
Mathematics, General	York University external site York, Nebraska	0 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Bryan College of Health Sciences external site Lincoln, Nebraska	0 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	Carnegie Mellon University external site Pittsburgh, Pennsylvania	0 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Clark State College external site Springfield, Ohio	0 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	County College of Morris external site Randolph, New Jersey	0 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	Grand Canyon University external site Phoenix, Arizona	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Hennepin Technical College external site Brooklyn Park, Minnesota	0 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	Lipscomb University external site Nashville, Tennessee	0 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Old Dominion University external site Norfolk, Virginia	0 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	Orange Technical College-East Campus external site Orlando, Florida	0 graduated with One but less than two years certificate
Modeling, Virtual Environments and Simulation	Purdue University Northwest external site Hammond, Indiana	0 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Schreiner University external site Kerrville, Texas	0 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Southern Arkansas University Tech external site Camden, Arkansas	0 graduated with One but less than two years certificate
Modeling, Virtual Environments and Simulation	University of Missouri-Columbia external site Columbia, Missouri	0 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	University of Rhode Island external site Kingston, Rhode Island	0 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	Utah Tech University external site Saint George, Utah	0 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	Villa Maria College external site Buffalo, New York	0 graduated with Less than one year certificate
Statistics, General	Arizona State University Digital Immersion external site Scottsdale, Arizona	0 graduated with Bachelor’s degree
Statistics, General	Barnard College external site New York, New York	0 graduated with Bachelor’s degree
Statistics, General	Binghamton University external site Vestal, New York	0 graduated with Bachelor’s degree
Statistics, General	Claremont Graduate University external site Claremont, California	0 graduated with Master’s degree
Statistics, General	Drew University external site Madison, New Jersey	0 graduated with Postbaccalaureate certificate
Statistics, General	East Carolina University external site Greenville, North Carolina	0 graduated with Postbaccalaureate certificate
Statistics, General	Fordham University external site Bronx, New York	0 graduated with Master’s degree
Statistics, General	Idaho State University external site Pocatello, Idaho	0 graduated with Bachelor’s degree
Statistics, General	LeTourneau University external site Longview, Texas	0 graduated with Bachelor’s degree
Statistics, General	Lindenwood University external site Saint Charles, Missouri	0 graduated with Bachelor’s degree
Statistics, General	National University external site San Diego, California	0 graduated with Master’s degree
Statistics, General	Northern Kentucky University external site Highland Heights, Kentucky	0 graduated with Bachelor’s degree
Statistics, General	State University of New York at Oswego external site Oswego, New York	0 graduated with Bachelor’s degree
Statistics, General	Tarleton State University external site Stephenville, Texas	0 graduated with Bachelor’s degree
Statistics, General	The University of Alabama external site Tuscaloosa, Alabama	0 graduated with Bachelor’s degree
Statistics, General	The University of Texas at El Paso external site El Paso, Texas	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Statistics, General	University at Albany external site Albany, New York	0 graduated with Master’s degree
Statistics, General	University of Maine external site Orono, Maine	0 graduated with Bachelor’s degree
Statistics, General	University of Nevada-Las Vegas external site Las Vegas, Nevada	0 graduated with Bachelor’s degree
Statistics, General	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	0 graduated with Bachelor’s degree
Statistics, General	University of North Carolina at Greensboro external site Greensboro, North Carolina	0 graduated with Bachelor’s degree
Statistics, General	University of Northern Colorado external site Greeley, Colorado	0 graduated with Bachelor’s degree
Statistics, General	University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	0 graduated with Master’s degree
Statistics, General	University of Southern Maine external site Portland, Maine	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Statistics, General	Virginia Commonwealth University external site Richmond, Virginia	0 graduated with Postbaccalaureate certificate
Statistics, General	Xavier University of Louisiana external site New Orleans, Louisiana	0 graduated with Bachelor’s degree

Sources: IPEDS external site 2025-26 directory; IPEDS 2024-25 completions; CIP to O*NET-SOC crosswalk. “Recent graduates” represents awards/degrees granted between July 1, 2024 and June 30, 2025.

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