Details Report for:
15-2051.01 - Business Intelligence Analysts

Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.

Sample of reported job titles: Business Intelligence Analyst, Competitive Intelligence Analyst, Data Analyst, Intelligence Analyst, Market Intelligence Analyst, Market Intelligence Consultant, Strategic Business and Technology Intelligence Consultant, Strategist

View report: Summary Details Custom

Tasks Save Table (XLS/CSV)

Importance	Category	Task
85	Core	Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
75	Core	Synthesize current business intelligence or trend data to support recommendations for action.
74	Core	Maintain library of model documents, templates, or other reusable knowledge assets.
74	Core	Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
73	Core	Manage timely flow of business intelligence information to users.
69	Core	Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
69	Core	Analyze competitive market strategies through analysis of related product, market, or share trends.
66	Core	Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
66	Core	Identify or monitor current and potential customers, using business intelligence tools.
63	Core	Disseminate information regarding tools, reports, or metadata enhancements.
61	Core	Provide technical support for existing reports, dashboards, or other tools.
59	Core	Identify and analyze industry or geographic trends with business strategy implications.
55	Core	Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.
55	Core	Create or review technical design documentation to ensure the accurate development of reporting solutions.
53	Core	Analyze technology trends to identify markets for future product development or to improve sales of existing products.
53	Core	Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.
49	Supplemental	Document specifications for business intelligence or information technology reports, dashboards, or other outputs.

Find occupations related to multiple tasks

Technology Skills Save Table (XLS/CSV)

Access software — Citrix
Accounting software — Fund accounting software; Tax software
Analytical or scientific software — IBM SPSS Statistics ; Minitab ; SAS ; The MathWorks MATLAB (see all 6 examples)
Application server software — GitHub ; Oracle WebLogic Server ; Red Hat WildFly
Backup or archival software — Veritas NetBackup
Business intelligence and data analysis software — Apache Spark ; MicroStrategy ; Oracle Business Intelligence Enterprise Edition ; Qlik Tech QlikView (see all 6 examples)
Communications server software — IBM Domino
Computer aided design CAD software — PTC Creo Parametric
Content workflow software — Atlassian JIRA
Customer relationship management CRM software — Blackbaud The Raiser's Edge; Oracle Eloqua; Oracle Siebel Marketing Resource Management; Salesforce software
Data base management system software — Amazon DynamoDB ; Apache Hive ; Elasticsearch ; MongoDB (see all 13 examples)
Data base reporting software — Information Builders WebFOCUS; Microsoft SQL Server Reporting Services ; SAP Crystal Reports ; SiSense Prism (see all 7 examples)
Data base user interface and query software — Airtable; Amazon Elastic Compute Cloud EC2 ; Oracle JDBC ; Transact-SQL (see all 14 examples)
Data mining software — Data warehouse software; Google Analytics ; Informatica Data Explorer; SAP NetWeaver Business Warehouse
Desktop communications software — Eko; Skype
Desktop publishing software — Microsoft Publisher
Development environment software — Apache Ant ; Common business oriented language COBOL ; Go ; Microsoft PowerShell (see all 17 examples)
Document management software — Adobe Systems Adobe Acrobat
Electronic mail software — IBM Notes ; Microsoft Exchange ; Microsoft Outlook
Enterprise application integration software — Extensible markup language XML ; IBM InfoSphere DataStage; IBM WebSphere ; Microsoft SQL Server Integration Services SSIS (see all 5 examples)
Enterprise resource planning ERP software — Microsoft Dynamics GP ; NetSuite ERP ; Oracle Hyperion ; Oracle JD Edwards EnterpriseOne (see all 10 examples)
Enterprise system management software — IBM Power Systems software; Splunk Enterprise
File versioning software — Git
Financial analysis software — Delphi Technology; IBM Unica Enterprise; Oracle E-Business Suite Financials
Graphical user interface development software — Salesforce Visualforce
Graphics or photo imaging software — Adobe Systems Adobe Flash; Microsoft Visio
Human resources software — Human resource management software HRMS; Oracle Taleo
Information retrieval or search software — LexisNexis
Map creation software — ESRI ArcGIS software ; Geographic information system GIS software
Medical software — Epic Systems ; Healthcare common procedure coding system HCPCS ; Medical condition coding software ; MEDITECH software (see all 5 examples)
Metadata management software — CA Erwin Data Modeler; Data modeling software
Network monitoring software — Nagios ; Wireshark
Network security and virtual private network VPN equipment software — Virtual private networking VPN software
Object or component oriented development software — Advanced business application programming ABAP ; Apache Groovy ; jQuery ; Scala (see all 13 examples)
Object oriented data base management software — Hibernate ORM; PostgreSQL
Office suite software — Microsoft Office
Operating system software — Bash ; Microsoft Windows Server ; Red Hat Enterprise Linux ; UNIX Shell (see all 12 examples)
Portal server software — Apache HTTP Server
Presentation software — Google Slides; Microsoft PowerPoint
Program testing software — Hewlett Packard LoadRunner
Project management software — Confluence ; Microsoft Project ; Microsoft SharePoint ; Oracle Primavera Enterprise Project Portfolio Management
Requirements analysis and system architecture software — Unified modeling language UML
Sales and marketing software — Google AdWords ; Marketo Marketing Automation
Spreadsheet software — Microsoft Excel
Transaction security and virus protection software — McAfee; Symantec
Transaction server software — Customer information control system CICS
Video creation and editing software — YouTube
Web page creation and editing software — Adobe Systems Adobe Dreamweaver; Facebook ; Google Sites
Web platform development software — Apache Tomcat ; Django ; JavaScript Object Notation JSON ; Microsoft ASP.NET (see all 17 examples)
Word processing software — Google Docs ; Microsoft Word

Hot Technology — a technology requirement frequently included in employer job postings.

Tools Used Save Table (XLS/CSV)

Computer servers — Storage servers
High end computer servers — Data warehouse appliances
Laser fax machine — Laser facsimile machines
Photocopiers
Scanners

Knowledge Save Table (XLS/CSV)

Importance		Knowledge
76		English Language — Knowledge of the structure and content of the English language including the meaning and spelling of words, rules of composition, and grammar.
58		Mathematics — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their applications.
51		Administration and Management — Knowledge of business and management principles involved in strategic planning, resource allocation, human resources modeling, leadership technique, production methods, and coordination of people and resources.
51		Computers and Electronics — Knowledge of circuit boards, processors, chips, electronic equipment, and computer hardware and software, including applications and programming.
48		Economics and Accounting — Knowledge of economic and accounting principles and practices, the financial markets, banking and the analysis and reporting of financial data.
47		Sales and Marketing — Knowledge of principles and methods for showing, promoting, and selling products or services. This includes marketing strategy and tactics, product demonstration, sales techniques, and sales control systems.
43		Clerical — Knowledge of administrative and clerical procedures and systems such as word processing, managing files and records, stenography and transcription, designing forms, and other office procedures and terminology.
43		Communications and Media — Knowledge of media production, communication, and dissemination techniques and methods. This includes alternative ways to inform and entertain via written, oral, and visual media.
42		Customer and Personal Service — Knowledge of principles and processes for providing customer and personal services. This includes customer needs assessment, meeting quality standards for services, and evaluation of customer satisfaction.
33		Engineering and Technology — Knowledge of the practical application of engineering science and technology. This includes applying principles, techniques, procedures, and equipment to the design and production of various goods and services.
32		Education and Training — Knowledge of principles and methods for curriculum and training design, teaching and instruction for individuals and groups, and the measurement of training effects.
30		Law and Government — Knowledge of laws, legal codes, court procedures, precedents, government regulations, executive orders, agency rules, and the democratic political process.
22		Production and Processing — Knowledge of raw materials, production processes, quality control, costs, and other techniques for maximizing the effective manufacture and distribution of goods.
20		Telecommunications — Knowledge of transmission, broadcasting, switching, control, and operation of telecommunications systems.
19		Geography — Knowledge of principles and methods for describing the features of land, sea, and air masses, including their physical characteristics, locations, interrelationships, and distribution of plant, animal, and human life.
19		Personnel and Human Resources — Knowledge of principles and procedures for personnel recruitment, selection, training, compensation and benefits, labor relations and negotiation, and personnel information systems.
16		Design — Knowledge of design techniques, tools, and principles involved in production of precision technical plans, blueprints, drawings, and models.
16		Psychology — Knowledge of human behavior and performance; individual differences in ability, personality, and interests; learning and motivation; psychological research methods; and the assessment and treatment of behavioral and affective disorders.
16		Sociology and Anthropology — Knowledge of group behavior and dynamics, societal trends and influences, human migrations, ethnicity, cultures and their history and origins.
14		Foreign Language — Knowledge of the structure and content of a foreign (non-English) language including the meaning and spelling of words, rules of composition and grammar, and pronunciation.
12		Transportation — Knowledge of principles and methods for moving people or goods by air, rail, sea, or road, including the relative costs and benefits.
10		Public Safety and Security — Knowledge of relevant equipment, policies, procedures, and strategies to promote effective local, state, or national security operations for the protection of people, data, property, and institutions.
8		Biology — Knowledge of plant and animal organisms, their tissues, cells, functions, interdependencies, and interactions with each other and the environment.
7		Chemistry — Knowledge of the chemical composition, structure, and properties of substances and of the chemical processes and transformations that they undergo. This includes uses of chemicals and their interactions, danger signs, production techniques, and disposal methods.
7		History and Archeology — Knowledge of historical events and their causes, indicators, and effects on civilizations and cultures.
7		Philosophy and Theology — Knowledge of different philosophical systems and religions. This includes their basic principles, values, ethics, ways of thinking, customs, practices, and their impact on human culture.
6		Medicine and Dentistry — Knowledge of the information and techniques needed to diagnose and treat human injuries, diseases, and deformities. This includes symptoms, treatment alternatives, drug properties and interactions, and preventive health-care measures.
5		Mechanical — Knowledge of machines and tools, including their designs, uses, repair, and maintenance.
3		Therapy and Counseling — Knowledge of principles, methods, and procedures for diagnosis, treatment, and rehabilitation of physical and mental dysfunctions, and for career counseling and guidance.
1		Physics — Knowledge and prediction of physical principles, laws, their interrelationships, and applications to understanding fluid, material, and atmospheric dynamics, and mechanical, electrical, atomic and sub- atomic structures and processes.
0		Building and Construction — Knowledge of materials, methods, and the tools involved in the construction or repair of houses, buildings, or other structures such as highways and roads.
0		Fine Arts — Knowledge of the theory and techniques required to compose, produce, and perform works of music, dance, visual arts, drama, and sculpture.
0		Food Production — Knowledge of techniques and equipment for planting, growing, and harvesting food products (both plant and animal) for consumption, including storage/handling techniques.

Skills Save Table (XLS/CSV)

Importance		Skill
75		Critical Thinking — Using logic and reasoning to identify the strengths and weaknesses of alternative solutions, conclusions or approaches to problems.
75		Reading Comprehension — Understanding written sentences and paragraphs in work related documents.
72		Active Listening — Giving full attention to what other people are saying, taking time to understand the points being made, asking questions as appropriate, and not interrupting at inappropriate times.
72		Speaking — Talking to others to convey information effectively.
69		Active Learning — Understanding the implications of new information for both current and future problem-solving and decision-making.
69		Writing — Communicating effectively in writing as appropriate for the needs of the audience.
66		Judgment and Decision Making — Considering the relative costs and benefits of potential actions to choose the most appropriate one.
63		Complex Problem Solving — Identifying complex problems and reviewing related information to develop and evaluate options and implement solutions.
60		Mathematics — Using mathematics to solve problems.
60		Systems Analysis — Determining how a system should work and how changes in conditions, operations, and the environment will affect outcomes.
56		Systems Evaluation — Identifying measures or indicators of system performance and the actions needed to improve or correct performance, relative to the goals of the system.
56		Time Management — Managing one's own time and the time of others.
53		Monitoring — Monitoring/Assessing performance of yourself, other individuals, or organizations to make improvements or take corrective action.
50		Coordination — Adjusting actions in relation to others' actions.
50		Learning Strategies — Selecting and using training/instructional methods and procedures appropriate for the situation when learning or teaching new things.
50		Persuasion — Persuading others to change their minds or behavior.
47		Instructing — Teaching others how to do something.
47		Service Orientation — Actively looking for ways to help people.
47		Social Perceptiveness — Being aware of others' reactions and understanding why they react as they do.
41		Negotiation — Bringing others together and trying to reconcile differences.
41		Programming — Writing computer programs for various purposes.
31		Management of Personnel Resources — Motivating, developing, and directing people as they work, identifying the best people for the job.
25		Management of Financial Resources — Determining how money will be spent to get the work done, and accounting for these expenditures.
25		Operations Analysis — Analyzing needs and product requirements to create a design.
22		Operation Monitoring — Watching gauges, dials, or other indicators to make sure a machine is working properly.
22		Technology Design — Generating or adapting equipment and technology to serve user needs.
19		Management of Material Resources — Obtaining and seeing to the appropriate use of equipment, facilities, and materials needed to do certain work.
19		Quality Control Analysis — Conducting tests and inspections of products, services, or processes to evaluate quality or performance.
19		Science — Using scientific rules and methods to solve problems.
10		Operation and Control — Controlling operations of equipment or systems.
6		Equipment Selection — Determining the kind of tools and equipment needed to do a job.
3		Equipment Maintenance — Performing routine maintenance on equipment and determining when and what kind of maintenance is needed.
3		Troubleshooting — Determining causes of operating errors and deciding what to do about it.
0		Installation — Installing equipment, machines, wiring, or programs to meet specifications.
0		Repairing — Repairing machines or systems using the needed tools.

Abilities Save Table (XLS/CSV)

Importance		Ability
78		Written Comprehension — The ability to read and understand information and ideas presented in writing.
78		Written Expression — The ability to communicate information and ideas in writing so others will understand.
75		Inductive Reasoning — The ability to combine pieces of information to form general rules or conclusions (includes finding a relationship among seemingly unrelated events).
75		Oral Comprehension — The ability to listen to and understand information and ideas presented through spoken words and sentences.
75		Oral Expression — The ability to communicate information and ideas in speaking so others will understand.
72		Deductive Reasoning — The ability to apply general rules to specific problems to produce answers that make sense.
69		Category Flexibility — The ability to generate or use different sets of rules for combining or grouping things in different ways.
66		Information Ordering — The ability to arrange things or actions in a certain order or pattern according to a specific rule or set of rules (e.g., patterns of numbers, letters, words, pictures, mathematical operations).
66		Speech Clarity — The ability to speak clearly so others can understand you.
63		Speech Recognition — The ability to identify and understand the speech of another person.
60		Fluency of Ideas — The ability to come up with a number of ideas about a topic (the number of ideas is important, not their quality, correctness, or creativity).
60		Mathematical Reasoning — The ability to choose the right mathematical methods or formulas to solve a problem.
60		Problem Sensitivity — The ability to tell when something is wrong or is likely to go wrong. It does not involve solving the problem, only recognizing there is a problem.
56		Flexibility of Closure — The ability to identify or detect a known pattern (a figure, object, word, or sound) that is hidden in other distracting material.
53		Near Vision — The ability to see details at close range (within a few feet of the observer).
53		Number Facility — The ability to add, subtract, multiply, or divide quickly and correctly.
53		Originality — The ability to come up with unusual or clever ideas about a given topic or situation, or to develop creative ways to solve a problem.
47		Selective Attention — The ability to concentrate on a task over a period of time without being distracted.
44		Speed of Closure — The ability to quickly make sense of, combine, and organize information into meaningful patterns.
41		Perceptual Speed — The ability to quickly and accurately compare similarities and differences among sets of letters, numbers, objects, pictures, or patterns. The things to be compared may be presented at the same time or one after the other. This ability also includes comparing a presented object with a remembered object.
38		Far Vision — The ability to see details at a distance.
31		Visualization — The ability to imagine how something will look after it is moved around or when its parts are moved or rearranged.
28		Memorization — The ability to remember information such as words, numbers, pictures, and procedures.
25		Time Sharing — The ability to shift back and forth between two or more activities or sources of information (such as speech, sounds, touch, or other sources).
16		Auditory Attention — The ability to focus on a single source of sound in the presence of other distracting sounds.
16		Finger Dexterity — The ability to make precisely coordinated movements of the fingers of one or both hands to grasp, manipulate, or assemble very small objects.
16		Hearing Sensitivity — The ability to detect or tell the differences between sounds that vary in pitch and loudness.
16		Trunk Strength — The ability to use your abdominal and lower back muscles to support part of the body repeatedly or continuously over time without 'giving out' or fatiguing.
16		Visual Color Discrimination — The ability to match or detect differences between colors, including shades of color and brightness.
10		Depth Perception — The ability to judge which of several objects is closer or farther away from you, or to judge the distance between you and an object.
10		Wrist-Finger Speed — The ability to make fast, simple, repeated movements of the fingers, hands, and wrists.
0		Arm-Hand Steadiness — The ability to keep your hand and arm steady while moving your arm or while holding your arm and hand in one position.
0		Control Precision — The ability to quickly and repeatedly adjust the controls of a machine or a vehicle to exact positions.
0		Dynamic Flexibility — The ability to quickly and repeatedly bend, stretch, twist, or reach out with your body, arms, and/or legs.
0		Dynamic Strength — The ability to exert muscle force repeatedly or continuously over time. This involves muscular endurance and resistance to muscle fatigue.
0		Explosive Strength — The ability to use short bursts of muscle force to propel oneself (as in jumping or sprinting), or to throw an object.
0		Extent Flexibility — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs.
0		Glare Sensitivity — The ability to see objects in the presence of glare or bright lighting.
0		Gross Body Coordination — The ability to coordinate the movement of your arms, legs, and torso together when the whole body is in motion.
0		Gross Body Equilibrium — The ability to keep or regain your body balance or stay upright when in an unstable position.
0		Manual Dexterity — The ability to quickly move your hand, your hand together with your arm, or your two hands to grasp, manipulate, or assemble objects.
0		Multilimb Coordination — The ability to coordinate two or more limbs (for example, two arms, two legs, or one leg and one arm) while sitting, standing, or lying down. It does not involve performing the activities while the whole body is in motion.
0		Night Vision — The ability to see under low light conditions.
0		Peripheral Vision — The ability to see objects or movement of objects to one's side when the eyes are looking ahead.
0		Rate Control — The ability to time your movements or the movement of a piece of equipment in anticipation of changes in the speed and/or direction of a moving object or scene.
0		Reaction Time — The ability to quickly respond (with the hand, finger, or foot) to a signal (sound, light, picture) when it appears.
0		Response Orientation — The ability to choose quickly between two or more movements in response to two or more different signals (lights, sounds, pictures). It includes the speed with which the correct response is started with the hand, foot, or other body part.
0		Sound Localization — The ability to tell the direction from which a sound originated.
0		Spatial Orientation — The ability to know your location in relation to the environment or to know where other objects are in relation to you.
0		Speed of Limb Movement — The ability to quickly move the arms and legs.
0		Stamina — The ability to exert yourself physically over long periods of time without getting winded or out of breath.
0		Static Strength — The ability to exert maximum muscle force to lift, push, pull, or carry objects.

Work Activities Save Table (XLS/CSV)

Importance		Work Activity
92		Analyzing Data or Information — Identifying the underlying principles, reasons, or facts of information by breaking down information or data into separate parts.
92		Interacting With Computers — Using computers and computer systems (including hardware and software) to program, write software, set up functions, enter data, or process information.
89		Getting Information — Observing, receiving, and otherwise obtaining information from all relevant sources.
87		Communicating with Supervisors, Peers, or Subordinates — Providing information to supervisors, co-workers, and subordinates by telephone, in written form, e-mail, or in person.
82		Interpreting the Meaning of Information for Others — Translating or explaining what information means and how it can be used.
81		Processing Information — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying information or data.
80		Establishing and Maintaining Interpersonal Relationships — Developing constructive and cooperative working relationships with others, and maintaining them over time.
78		Organizing, Planning, and Prioritizing Work — Developing specific goals and plans to prioritize, organize, and accomplish your work.
78		Updating and Using Relevant Knowledge — Keeping up-to-date technically and applying new knowledge to your job.
76		Making Decisions and Solving Problems — Analyzing information and evaluating results to choose the best solution and solve problems.
74		Documenting/Recording Information — Entering, transcribing, recording, storing, or maintaining information in written or electronic/magnetic form.
70		Identifying Objects, Actions, and Events — Identifying information by categorizing, estimating, recognizing differences or similarities, and detecting changes in circumstances or events.
70		Thinking Creatively — Developing, designing, or creating new applications, ideas, relationships, systems, or products, including artistic contributions.
68		Provide Consultation and Advice to Others — Providing guidance and expert advice to management or other groups on technical, systems-, or process-related topics.
64		Developing Objectives and Strategies — Establishing long-range objectives and specifying the strategies and actions to achieve them.
61		Judging the Qualities of Things, Services, or People — Assessing the value, importance, or quality of things or people.
58		Estimating the Quantifiable Characteristics of Products, Events, or Information — Estimating sizes, distances, and quantities; or determining time, costs, resources, or materials needed to perform a work activity.
57		Monitor Processes, Materials, or Surroundings — Monitoring and reviewing information from materials, events, or the environment, to detect or assess problems.
53		Selling or Influencing Others — Convincing others to buy merchandise/goods or to otherwise change their minds or actions.
51		Communicating with Persons Outside Organization — Communicating with people outside the organization, representing the organization to customers, the public, government, and other external sources. This information can be exchanged in person, in writing, or by telephone or e-mail.
51		Performing Administrative Activities — Performing day-to-day administrative tasks such as maintaining information files and processing paperwork.
49		Developing and Building Teams — Encouraging and building mutual trust, respect, and cooperation among team members.
49		Evaluating Information to Determine Compliance with Standards — Using relevant information and individual judgment to determine whether events or processes comply with laws, regulations, or standards.
44		Coordinating the Work and Activities of Others — Getting members of a group to work together to accomplish tasks.
44		Guiding, Directing, and Motivating Subordinates — Providing guidance and direction to subordinates, including setting performance standards and monitoring performance.
44		Training and Teaching Others — Identifying the educational needs of others, developing formal educational or training programs or classes, and teaching or instructing others.
43		Coaching and Developing Others — Identifying the developmental needs of others and coaching, mentoring, or otherwise helping others to improve their knowledge or skills.
43		Resolving Conflicts and Negotiating with Others — Handling complaints, settling disputes, and resolving grievances and conflicts, or otherwise negotiating with others.
41		Scheduling Work and Activities — Scheduling events, programs, and activities, as well as the work of others.
29		Monitoring and Controlling Resources — Monitoring and controlling resources and overseeing the spending of money.
22		Staffing Organizational Units — Recruiting, interviewing, selecting, hiring, and promoting employees in an organization.
16		Assisting and Caring for Others — Providing personal assistance, medical attention, emotional support, or other personal care to others such as coworkers, customers, or patients.
12		Inspecting Equipment, Structures, or Material — Inspecting equipment, structures, or materials to identify the cause of errors or other problems or defects.
10		Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment — Providing documentation, detailed instructions, drawings, or specifications to tell others about how devices, parts, equipment, or structures are to be fabricated, constructed, assembled, modified, maintained, or used.
8		Handling and Moving Objects — Using hands and arms in handling, installing, positioning, and moving materials, and manipulating things.
7		Controlling Machines and Processes — Using either control mechanisms or direct physical activity to operate machines or processes (not including computers or vehicles).
7		Operating Vehicles, Mechanized Devices, or Equipment — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, such as forklifts, passenger vehicles, aircraft, or water craft.
7		Performing for or Working Directly with the Public — Performing for people or dealing directly with the public. This includes serving customers in restaurants and stores, and receiving clients or guests.
5		Performing General Physical Activities — Performing physical activities that require considerable use of your arms and legs and moving your whole body, such as climbing, lifting, balancing, walking, stooping, and handling of materials.
5		Repairing and Maintaining Electronic Equipment — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, devices, and equipment that operate primarily on the basis of electrical or electronic (not mechanical) principles.
3		Repairing and Maintaining Mechanical Equipment — Servicing, repairing, adjusting, and testing machines, devices, moving parts, and equipment that operate primarily on the basis of mechanical (not electronic) principles.

Detailed Work Activities Save Table (XLS/CSV)

Prepare analytical reports.
Analyze market or customer related data.
Create databases to store electronic data.
Develop models of information or communications systems.
Develop information communication procedures.
Update computer database information.
Report information to managers or other personnel.
Provide technical support for software maintenance or use.
Document technical specifications or requirements.
Update knowledge about emerging industry or technology trends.
Collect data about customer needs.
Document operational procedures.

Find occupations related to multiple detailed work activities

Work Context Save Table (XLS/CSV)

Work Context

Percentage of Top Responses

Electronic Mail — How often do you use electronic mail in this job?

See more occupations related to this work context.


90	Every day

Spend Time Sitting — How much does this job require sitting?


76	Continually or almost continually
19	More than half the time

Structured versus Unstructured Work — To what extent is this job structured for the worker, rather than allowing the worker to determine tasks, priorities, and goals?


52	A lot of freedom
38	Some freedom

Telephone — How often do you have telephone conversations in this job?


48	Every day
43	Once a week or more but not every day

Indoors, Environmentally Controlled — How often does this job require working indoors in environmentally controlled conditions?


76	Every day

Freedom to Make Decisions — How much decision making freedom, without supervision, does the job offer?


48	A lot of freedom
38	Some freedom

Importance of Being Exact or Accurate — How important is being very exact or highly accurate in performing this job?


38	Extremely important
48	Very important
14	Important

Face-to-Face Discussions — How often do you have to have face-to-face discussions with individuals or teams in this job?


24	Every day
67	Once a week or more but not every day

Contact With Others — How much does this job require the worker to be in contact with others (face-to-face, by telephone, or otherwise) in order to perform it?


19	Constant contact with others
52	Contact with others most of the time
19	Contact with others about half the time

Time Pressure — How often does this job require the worker to meet strict deadlines?


24	Every day
33	Once a week or more but not every day
43	Once a month or more but not every week

Work With Work Group or Team — How important is it to work with others in a group or team in this job?


33	Extremely important
38	Very important
24	Fairly important

Duration of Typical Work Week — Number of hours typically worked in one week.


29	More than 40 hours
67	40 hours

Impact of Decisions on Co-workers or Company Results — What results do your decisions usually have on other people or the image or reputation or financial resources of your employer?


40	Important results
25	Moderate results
25	Minor results

Frequency of Decision Making — How frequently is the worker required to make decisions that affect other people, the financial resources, and/or the image and reputation of the organization?


24	Every day
14	Once a week or more but not every day
33	Once a month or more but not every week
29	Once a year or more but not every month

Importance of Repeating Same Tasks — How important is repeating the same physical activities (e.g., key entry) or mental activities (e.g., checking entries in a ledger) over and over, without stopping, to performing this job?


29	Extremely important
19	Very important
14	Important
24	Fairly important
14	Not important at all

Letters and Memos — How often does the job require written letters and memos?


14	Every day
38	Once a week or more but not every day
14	Once a month or more but not every week
19	Once a year or more but not every month
14	Never

Coordinate or Lead Others — How important is it to coordinate or lead others in accomplishing work activities in this job?


19	Very important
38	Important
33	Fairly important

Level of Competition — To what extent does this job require the worker to compete or to be aware of competitive pressures?


24	Highly competitive
62	Moderately competitive

Spend Time Making Repetitive Motions — How much does this job require making repetitive motions?


30	Continually or almost continually
15	More than half the time
15	Less than half the time
30	Never

Physical Proximity — To what extent does this job require the worker to perform job tasks in close physical proximity to other people?


67	Slightly close (e.g., shared office)
19	I work with others but not closely (e.g., private office)

Public Speaking — How often do you have to perform public speaking in this job?


14	Once a week or more but not every day
29	Once a month or more but not every week
52	Once a year or more but not every month

Responsibility for Outcomes and Results — How responsible is the worker for work outcomes and results of other workers?


43	Moderate responsibility
33	Limited responsibility
14	No responsibility

Frequency of Conflict Situations — How often are there conflict situations the employee has to face in this job?


14	Once a week or more but not every day
24	Once a month or more but not every week
48	Once a year or more but not every month
14	Never

Deal With External Customers — How important is it to work with external customers or the public in this job?


14	Extremely important
14	Important
24	Fairly important
43	Not important at all

Deal With Unpleasant or Angry People — How frequently does the worker have to deal with unpleasant, angry, or discourteous individuals as part of the job requirements?


48	Once a year or more but not every month
29	Never

Degree of Automation — How automated is the job?


24	Moderately automated
38	Slightly automated
29	Not at all automated

Sounds, Noise Levels Are Distracting or Uncomfortable — How often does this job require working exposed to sounds and noise levels that are distracting or uncomfortable?


14	Once a month or more but not every week
14	Once a year or more but not every month
52	Never

Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls — How much does this job require using your hands to handle, control, or feel objects, tools or controls?


20	Continually or almost continually
75	Never

Consequence of Error — How serious would the result usually be if the worker made a mistake that was not readily correctable?


38	Fairly serious
48	Not serious at all

Spend Time Standing — How much does this job require standing?


52	Less than half the time
43	Never

Responsible for Others' Health and Safety — How much responsibility is there for the health and safety of others in this job?


76	No responsibility

Spend Time Walking and Running — How much does this job require walking and running?


48	Less than half the time
52	Never

Work Schedules — How regular are the work schedules for this job?


14	Irregular (changes with weather conditions, production demands, or contract duration)
81	Regular (established routine, set schedule)

In an Enclosed Vehicle or Equipment — How often does this job require working in a closed vehicle or equipment (e.g., car)?


80	Never

Indoors, Not Environmentally Controlled — How often does this job require working indoors in non-controlled environmental conditions (e.g., warehouse without heat)?


90	Never

Exposed to Disease or Infections — How often does this job require exposure to disease/infections?


90	Never

Deal With Physically Aggressive People — How frequently does this job require the worker to deal with physical aggression of violent individuals?


90	Never

Outdoors, Exposed to Weather — How often does this job require working outdoors, exposed to all weather conditions?


95	Never

Pace Determined by Speed of Equipment — How important is it to this job that the pace is determined by the speed of equipment or machinery? (This does not refer to keeping busy at all times on this job.)


95	Not important at all

Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets — How much does this job require wearing common protective or safety equipment such as safety shoes, glasses, gloves, hard hats or life jackets?


90	Never

Exposed to Contaminants — How often does this job require working exposed to contaminants (such as pollutants, gases, dust or odors)?


95	Never

Exposed to Hazardous Equipment — How often does this job require exposure to hazardous equipment?


95	Never

Outdoors, Under Cover — How often does this job require working outdoors, under cover (e.g., structure with roof but no walls)?


95	Never

Spend Time Bending or Twisting the Body — How much does this job require bending or twisting your body?


95	Never

Cramped Work Space, Awkward Positions — How often does this job require working in cramped work spaces that requires getting into awkward positions?


100	Never

Exposed to Hazardous Conditions — How often does this job require exposure to hazardous conditions?


100	Never

Exposed to High Places — How often does this job require exposure to high places?


100	Never

Exposed to Minor Burns, Cuts, Bites, or Stings — How often does this job require exposure to minor burns, cuts, bites, or stings?


100	Never

Exposed to Radiation — How often does this job require exposure to radiation?


100	Never

Exposed to Whole Body Vibration — How often does this job require exposure to whole body vibration (e.g., operate a jackhammer)?


100	Never

Extremely Bright or Inadequate Lighting — How often does this job require working in extremely bright or inadequate lighting conditions?


100	Never

In an Open Vehicle or Equipment — How often does this job require working in an open vehicle or equipment (e.g., tractor)?


100	Never

Spend Time Climbing Ladders, Scaffolds, or Poles — How much does this job require climbing ladders, scaffolds, or poles?


100	Never

Spend Time Keeping or Regaining Balance — How much does this job require keeping or regaining your balance?


100	Never

Spend Time Kneeling, Crouching, Stooping, or Crawling — How much does this job require kneeling, crouching, stooping or crawling?


100	Never

Very Hot or Cold Temperatures — How often does this job require working in very hot (above 90 F degrees) or very cold (below 32 F degrees) temperatures?


100	Never

Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection — How much does this job require wearing specialized protective or safety equipment such as breathing apparatus, safety harness, full protection suits, or radiation protection?


100	Never

Job Zone Save Table (XLS/CSV)

Title	Job Zone Four: Considerable Preparation Needed
Education	Most of these occupations require a four-year bachelor's degree, but some do not.
Related Experience	A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.
Job Training	Employees in these occupations usually need several years of work-related experience, on-the-job training, and/or vocational training.
Job Zone Examples	Many of these occupations involve coordinating, supervising, managing, or training others. Examples include real estate brokers, sales managers, database administrators, graphic designers, chemists, art directors, and cost estimators.
SVP Range	(7.0 to < 8.0)

Education

Percentage of Respondents	Education Level Required
76	Bachelor's degree
14	Master's degree
5	Post-baccalaureate certificate

Credentials

Interests Save Table (XLS/CSV)

Occupational Interest		Interest
78		Investigative — Investigative occupations frequently involve working with ideas, and require an extensive amount of thinking. These occupations can involve searching for facts and figuring out problems mentally.
72		Enterprising — Enterprising occupations frequently involve starting up and carrying out projects. These occupations can involve leading people and making many decisions. Sometimes they require risk taking and often deal with business.
50		Conventional — Conventional occupations frequently involve following set procedures and routines. These occupations can include working with data and details more than with ideas. Usually there is a clear line of authority to follow.
22		Artistic — Artistic occupations frequently involve working with forms, designs and patterns. They often require self-expression and the work can be done without following a clear set of rules.
11		Realistic — Realistic occupations frequently involve work activities that include practical, hands-on problems and solutions. They often deal with plants, animals, and real-world materials like wood, tools, and machinery. Many of the occupations require working outside, and do not involve a lot of paperwork or working closely with others.
11		Social — Social occupations frequently involve working with, communicating with, and teaching people. These occupations often involve helping or providing service to others.

Work Styles Save Table (XLS/CSV)

Importance		Work Style
95		Analytical Thinking — Job requires analyzing information and using logic to address work-related issues and problems.
93		Attention to Detail — Job requires being careful about detail and thorough in completing work tasks.
85		Dependability — Job requires being reliable, responsible, and dependable, and fulfilling obligations.
82		Initiative — Job requires a willingness to take on responsibilities and challenges.
82		Integrity — Job requires being honest and ethical.
81		Persistence — Job requires persistence in the face of obstacles.
76		Cooperation — Job requires being pleasant with others on the job and displaying a good-natured, cooperative attitude.
74		Achievement/Effort — Job requires establishing and maintaining personally challenging achievement goals and exerting effort toward mastering tasks.
74		Adaptability/Flexibility — Job requires being open to change (positive or negative) and to considerable variety in the workplace.
73		Independence — Job requires developing one's own ways of doing things, guiding oneself with little or no supervision, and depending on oneself to get things done.
63		Stress Tolerance — Job requires accepting criticism and dealing calmly and effectively with high stress situations.
62		Innovation — Job requires creativity and alternative thinking to develop new ideas for and answers to work-related problems.
58		Leadership — Job requires a willingness to lead, take charge, and offer opinions and direction.
54		Self Control — Job requires maintaining composure, keeping emotions in check, controlling anger, and avoiding aggressive behavior, even in very difficult situations.
51		Concern for Others — Job requires being sensitive to others' needs and feelings and being understanding and helpful on the job.
44		Social Orientation — Job requires preferring to work with others rather than alone, and being personally connected with others on the job.

Work Values Save Table (XLS/CSV)

Extent		Work Value
78		Achievement — Occupations that satisfy this work value are results oriented and allow employees to use their strongest abilities, giving them a feeling of accomplishment. Corresponding needs are Ability Utilization and Achievement.
72		Working Conditions — Occupations that satisfy this work value offer job security and good working conditions. Corresponding needs are Activity, Compensation, Independence, Security, Variety and Working Conditions.
50		Recognition — Occupations that satisfy this work value offer advancement, potential for leadership, and are often considered prestigious. Corresponding needs are Advancement, Authority, Recognition and Social Status.
45		Independence — Occupations that satisfy this work value allow employees to work on their own and make decisions. Corresponding needs are Creativity, Responsibility and Autonomy.
45		Support — Occupations that satisfy this work value offer supportive management that stands behind employees. Corresponding needs are Company Policies, Supervision: Human Relations and Supervision: Technical.
33		Relationships — Occupations that satisfy this work value allow employees to provide service to others and work with co-workers in a friendly non-competitive environment. Corresponding needs are Co-workers, Moral Values and Social Service.

Wages & Employment Trends

Median wage data for Data Scientists and Mathematical Science Occupations, All Other.
Employment data for Data Scientists and Mathematical Science Occupations, All Other.
Industry data for Data Scientists and Mathematical Science Occupations, All Other.

Median wages (2019)	$45.33 hourly, $94,280 annual
State wages
Local wages	ZIP Code:

Employment (2019)	33,200 employees
Projected growth (2019-2029)	Much faster than average (8% or higher)
Projected job openings (2019-2029)	3,600
State trends

Top industries (2019)	Professional, Scientific, and Technical Services (35% employed in this sector) Finance and Insurance (14%) Management of Companies and Enterprises (11%) (see all industries)

Source: Bureau of Labor Statistics 2019 wage data and 2019-2029 employment projections . "Projected growth" represents the estimated change in total employment over the projections period (2019-2029). "Projected job openings" represent openings due to growth and replacement.

Job Openings on the Web

Sources of Additional Information

Disclaimer: Sources are listed to provide additional information on related jobs, specialties, and/or industries. Links to non-DOL Internet sites are provided for your convenience and do not constitute an endorsement.