Operations Research Analysts
15-2031.00
Bright Outlook Updated 2024

Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.

Sample of reported job titles: Advanced Analytics Associate, Analytical Strategist, Decision Analyst, Operations Research Analyst (Ops Research Analyst), Operations Research Scientist (Ops Research Scientist), Optimization Analyst, Researcher

Occupation-Specific Information

Tasks

  • Present the results of mathematical modeling and data analysis to management or other end users.
  • Define data requirements, and gather and validate information, applying judgment and statistical tests.
  • Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
  • Prepare management reports defining and evaluating problems and recommending solutions.
  • Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
  • Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
  • Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
  • Analyze information obtained from management to conceptualize and define operational problems.
  • Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
  • Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
  • Specify manipulative or computational methods to be applied to models.
  • Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.
  • Develop and apply time and cost networks to plan, control, and review large projects.
  • Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
  • Educate staff in the use of mathematical models.
  • Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
  • Review research literature.
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Technology Skills

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Occupational Requirements

Work Activities

  • Getting Information — Observing, receiving, and otherwise obtaining information from all relevant sources.
  • Analyzing Data or Information — Identifying the underlying principles, reasons, or facts of information by breaking down information or data into separate parts.
  • Making Decisions and Solving Problems — Analyzing information and evaluating results to choose the best solution and solve problems.
  • Working with Computers — Using computers and computer systems (including hardware and software) to program, write software, set up functions, enter data, or process information.
  • Processing Information — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying information or data.
  • Identifying Objects, Actions, and Events — Identifying information by categorizing, estimating, recognizing differences or similarities, and detecting changes in circumstances or events.
  • Interpreting the Meaning of Information for Others — Translating or explaining what information means and how it can be used.
  • Updating and Using Relevant Knowledge — Keeping up-to-date technically and applying new knowledge to your job.
  • Thinking Creatively — Developing, designing, or creating new applications, ideas, relationships, systems, or products, including artistic contributions.
  • Communicating with Supervisors, Peers, or Subordinates — Providing information to supervisors, co-workers, and subordinates by telephone, in written form, e-mail, or in person.
  • Developing Objectives and Strategies — Establishing long-range objectives and specifying the strategies and actions to achieve them.
  • Providing Consultation and Advice to Others — Providing guidance and expert advice to management or other groups on technical, systems-, or process-related topics.
  • Organizing, Planning, and Prioritizing Work — Developing specific goals and plans to prioritize, organize, and accomplish your work.
  • 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.
  • Scheduling Work and Activities — Scheduling events, programs, and activities, as well as the work of others.
  • Monitoring Processes, Materials, or Surroundings — Monitoring and reviewing information from materials, events, or the environment, to detect or assess problems.
  • Establishing and Maintaining Interpersonal Relationships — Developing constructive and cooperative working relationships with others, and maintaining them over time.
  • Documenting/Recording Information — Entering, transcribing, recording, storing, or maintaining information in written or electronic/magnetic form.
  • Communicating with People Outside the 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.
  • Developing and Building Teams — Encouraging and building mutual trust, respect, and cooperation among team members.
  • Judging the Qualities of Objects, Services, or People — Assessing the value, importance, or quality of things or people.
  • Training and Teaching Others — Identifying the educational needs of others, developing formal educational or training programs or classes, and teaching or instructing others.

Detailed Work Activities

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Work Context

  • Indoors, Environmentally Controlled — 86% responded “Every day.”
  • Electronic Mail — 90% responded “Every day.”
  • Spend Time Sitting — 71% responded “Continually or almost continually.”
  • Work With Work Group or Team — 48% responded “Extremely important.”
  • Face-to-Face Discussions — 52% responded “Once a week or more but not every day.”
  • Importance of Being Exact or Accurate — 43% responded “Extremely important.”
  • Duration of Typical Work Week — 57% responded “More than 40 hours.”
  • Telephone — 57% responded “Once a week or more but not every day.”
  • Structured versus Unstructured Work — 57% responded “Some freedom.”
  • Freedom to Make Decisions — 62% responded “Some freedom.”
  • Contact With Others — 43% responded “Contact with others about half the time.”
  • Level of Competition — 35% responded “Highly competitive.”
  • Impact of Decisions on Co-workers or Company Results — 43% responded “Important results.”
  • Time Pressure — 38% responded “Once a week or more but not every day.”
  • Coordinate or Lead Others — 52% responded “Very important.”
  • Letters and Memos — 52% responded “Once a month or more but not every week.”

Experience Requirements

Job Zone

Title
Job Zone Five: Extensive Preparation Needed
Education
Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).
Related Experience
Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job.
Job Training
Employees may need some on-the-job training, but most of these occupations assume that the person will already have the required skills, knowledge, work-related experience, and/or training.
Job Zone Examples
These occupations often involve coordinating, training, supervising, or managing the activities of others to accomplish goals. Very advanced communication and organizational skills are required. Examples include pharmacists, lawyers, astronomers, biologists, clergy, physician assistants, and veterinarians.
SVP Range
(8.0 and above)

Training & Credentials

State training
Local training
Certifications
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Apprenticeship Opportunities

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Worker Requirements

Skills

  • Mathematics — Using mathematics to solve problems.
  • Complex Problem Solving — Identifying complex problems and reviewing related information to develop and evaluate options and implement solutions.
  • 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.
  • Critical Thinking — Using logic and reasoning to identify the strengths and weaknesses of alternative solutions, conclusions, or approaches to problems.
  • Reading Comprehension — Understanding written sentences and paragraphs in work-related documents.
  • Speaking — Talking to others to convey information effectively.
  • Writing — Communicating effectively in writing as appropriate for the needs of the audience.
  • Active Learning — Understanding the implications of new information for both current and future problem-solving and decision-making.
  • Judgment and Decision Making — Considering the relative costs and benefits of potential actions to choose the most appropriate one.
  • Systems Analysis — Determining how a system should work and how changes in conditions, operations, and the environment will affect outcomes.
  • 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.
  • Operations Analysis — Analyzing needs and product requirements to create a design.
  • Science — Using scientific rules and methods to solve problems.
  • Coordination — Adjusting actions in relation to others' actions.
  • Time Management — Managing one's own time and the time of others.
  • Instructing — Teaching others how to do something.
  • Learning Strategies — Selecting and using training/instructional methods and procedures appropriate for the situation when learning or teaching new things.

Knowledge

  • Mathematics — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their applications.
  • Computers and Electronics — Knowledge of circuit boards, processors, chips, electronic equipment, and computer hardware and software, including applications and programming.
  • 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.
  • Production and Processing — Knowledge of raw materials, production processes, quality control, costs, and other techniques for maximizing the effective manufacture and distribution of goods.
  • English Language — Knowledge of the structure and content of the English language including the meaning and spelling of words, rules of composition, and grammar.
  • Design — Knowledge of design techniques, tools, and principles involved in production of precision technical plans, blueprints, drawings, and models.
  • 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.

Education

How much education does a new hire need to perform a job in this occupation? Respondents said:

  • 43%
     
    Master’s degree required
  • 33%
     
    Bachelor’s degree required
  • 14%
     
    Doctoral degree required

Worker Characteristics

Abilities

  • Mathematical Reasoning — The ability to choose the right mathematical methods or formulas to solve a problem.
  • Deductive Reasoning — The ability to apply general rules to specific problems to produce answers that make sense.
  • Inductive Reasoning — The ability to combine pieces of information to form general rules or conclusions (includes finding a relationship among seemingly unrelated events).
  • Number Facility — The ability to add, subtract, multiply, or divide quickly and correctly.
  • Oral Comprehension — The ability to listen to and understand information and ideas presented through spoken words and sentences.
  • Oral Expression — The ability to communicate information and ideas in speaking so others will understand.
  • 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 that there is a problem.
  • Written Comprehension — The ability to read and understand information and ideas presented in writing.
  • Written Expression — The ability to communicate information and ideas in writing so others will understand.
  • 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).
  • Near Vision — The ability to see details at close range (within a few feet of the observer).
  • Category Flexibility — The ability to generate or use different sets of rules for combining or grouping things in different ways.
  • 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).
  • 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.
  • Speech Clarity — The ability to speak clearly so others can understand you.
  • 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.
  • Speech Recognition — The ability to identify and understand the speech of another person.
  • Selective Attention — The ability to concentrate on a task over a period of time without being distracted.

Interests

Interest code: IC
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  • Investigative — Work involves studying and researching non-living objects, living organisms, disease or other forms of impairment, or human behavior. Investigative occupations are often associated with physical, life, medical, or social sciences, and can be found in the fields of humanities, mathematics/statistics, information technology, or health care service.
  • Conventional — Work involves following procedures and regulations to organize information or data, typically in a business setting. Conventional occupations are often associated with office work, accounting, mathematics/statistics, information technology, finance, or human resources.

Work Values

  • 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.
  • Independence — Occupations that satisfy this work value allow employees to work on their own and make decisions. Corresponding needs are Creativity, Responsibility and Autonomy.
  • 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.

Work Styles

  • Analytical Thinking — Job requires analyzing information and using logic to address work-related issues and problems.
  • Attention to Detail — Job requires being careful about detail and thorough in completing work tasks.
  • Integrity — Job requires being honest and ethical.
  • Initiative — Job requires a willingness to take on responsibilities and challenges.
  • Innovation — Job requires creativity and alternative thinking to develop new ideas for and answers to work-related problems.
  • Persistence — Job requires persistence in the face of obstacles.
  • Achievement/Effort — Job requires establishing and maintaining personally challenging achievement goals and exerting effort toward mastering tasks.
  • Adaptability/Flexibility — Job requires being open to change (positive or negative) and to considerable variety in the workplace.
  • Dependability — Job requires being reliable, responsible, and dependable, and fulfilling obligations.
  • 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.
  • Cooperation — Job requires being pleasant with others on the job and displaying a good-natured, cooperative attitude.
  • Self-Control — Job requires maintaining composure, keeping emotions in check, controlling anger, and avoiding aggressive behavior, even in very difficult situations.
  • Stress Tolerance — Job requires accepting criticism and dealing calmly and effectively with high-stress situations.
  • Leadership — Job requires a willingness to lead, take charge, and offer opinions and direction.
  • Concern for Others — Job requires being sensitive to others' needs and feelings and being understanding and helpful on the job.

Workforce Characteristics

Wages & Employment Trends

Median wages (2023)
$40.21 hourly, $83,640 annual
State wages
Local wages
Employment (2022)
109,900 employees
Projected growth (2022-2032)
Much faster than average (9% or higher)
Projected job openings (2022-2032)
9,800
State trends
Top industries (2022)

Source: Bureau of Labor Statistics 2023 wage data and 2022-2032 employment projections . “Projected growth” represents the estimated change in total employment over the projections period (2022-2032). “Projected job openings” represent openings due to growth and replacement.

Job Openings on the Web

State job openings
Local job openings

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