{"v":"2026-11-02","dataVersion":"ONET-30.3+BLS-MAY25","code":"15-2031.00","slug":"operations-research-analysts","title":"Operations Research Analysts","alt":["Operations Analyst","Research Analyst","Methods Analyst","Process Analyst","Decision Analyst","Procedure Analyst","Risk Analyst","Forms Analyst","Standards Analyst","Technical Analyst","Systems Consultant","Operations Support Specialist"],"employment":108510,"wage":{"median":88940,"p25":68360,"p75":125990},"growthPct":21.5,"exposure":63.7,"taskCount":17,"highCount":13,"midCount":1,"lowCount":3,"aeiObserved":8,"fit":{"mix":{"none":0,"efficient":6.5,"standard":76.7,"frontier":16.9},"counts":{"none":0,"efficient":1,"standard":13,"frontier":3},"recommended":"standard","coveragePct":83.1,"addressablePct":100},"tasks":[{"t":"Present the results of mathematical modeling and data analysis to management or other end users.","imp":4.62,"exp":60,"src":"heuristic","tier":"standard","gwa":"Documenting/Recording Information","auto":0.7333,"aug":0.2667},{"t":"Define data requirements, and gather and validate information, applying judgment and statistical tests.","imp":4.55,"exp":40,"src":"aei","tier":"efficient","gwa":"Processing Information","auto":0.6157,"aug":0.3843},{"t":"Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.","imp":4.52,"exp":40,"src":"aei","tier":"standard","gwa":"Thinking Creatively","auto":0.3795,"aug":0.6205},{"t":"Prepare management reports defining and evaluating problems and recommending solutions.","imp":4.5,"exp":60,"src":"heuristic","tier":"standard","gwa":"Documenting/Recording Information","auto":0.8016,"aug":0.1984},{"t":"Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.","imp":4.43,"exp":60,"src":"heuristic","tier":"standard","gwa":"Communicating with Supervisors, Peers, or Subordinates"},{"t":"Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.","imp":4.38,"exp":82.21,"src":"aei","tier":"frontier","gwa":"Thinking Creatively","auto":0.3623,"aug":0.6377},{"t":"Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.","imp":4.38,"exp":89.22,"src":"aei","tier":"standard","gwa":"Getting Information","auto":0.878,"aug":0.122},{"t":"Analyze information obtained from management to conceptualize and define operational problems.","imp":4.33,"exp":78.71,"src":"aei","tier":"standard","gwa":"Analyzing Data or Information","auto":0.5652,"aug":0.4348},{"t":"Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.","imp":4.29,"exp":89.22,"src":"aei","tier":"standard","gwa":"Analyzing Data or Information","auto":0.3359,"aug":0.6641},{"t":"Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.","imp":4.25,"exp":60,"src":"heuristic","tier":"standard","gwa":"Communicating with Supervisors, Peers, or Subordinates"},{"t":"Specify manipulative or computational methods to be applied to models.","imp":4.05,"exp":40,"src":"aei","tier":"standard","gwa":"Making Decisions and Solving Problems","auto":0.4363,"aug":0.5637},{"t":"Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.","imp":3.95,"exp":65,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Develop and apply time and cost networks to plan, control, and review large projects.","imp":3.78,"exp":65,"src":"heuristic","tier":"standard","gwa":"Organizing, Planning, and Prioritizing Work","auto":0.5,"aug":0.5},{"t":"Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.","imp":3.7,"exp":78.71,"src":"aei","tier":"standard","gwa":"Analyzing Data or Information","auto":0.4184,"aug":0.5816},{"t":"Educate staff in the use of mathematical models.","imp":3.65,"exp":60,"src":"heuristic","tier":"standard","gwa":"Training and Teaching Others"},{"t":"Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.","imp":3.56,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively","auto":0.4839,"aug":0.5161},{"t":"Review research literature.","imp":3.5,"exp":65,"src":"heuristic","tier":"standard","gwa":"Updating and Using Relevant Knowledge"}],"adjacent":[{"code":"13-1111.00","slug":"management-analysts","title":"Management Analysts","overlap":0.71,"months":11,"exposure":55.3,"strong":true},{"code":"13-1081.02","slug":"logistics-analysts","title":"Logistics Analysts","overlap":0.66,"months":12,"exposure":60.4,"strong":true},{"code":"15-2041.00","slug":"statisticians","title":"Statisticians","overlap":0.64,"months":13,"exposure":61.9,"strong":false},{"code":"15-1211.00","slug":"computer-systems-analysts","title":"Computer Systems Analysts","overlap":0.63,"months":13,"exposure":67,"strong":false},{"code":"15-2051.01","slug":"business-intelligence-analysts","title":"Business Intelligence Analysts","overlap":0.62,"months":14,"exposure":65.3,"strong":false}]}