TechnologyO*NET: 15-2031.00
Will AI Replace Operations Research Analysts?
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.
45out of 100
Medium Risk
AI Risk Score
45/100
Risk Level
Medium
Job Zone
5/5
Advanced
Total Tasks Analyzed
17
🤖 What AI Can Do
- â–¸Define data requirements, and gather and validate information, applying judgment and statistical tests.
- â–¸Prepare management reports defining and evaluating problems and recommending solutions.
- â–¸Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
- â–¸Analyze information obtained from management to conceptualize and define operational problems.
- â–¸Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
- â–¸Develop and apply time and cost networks to plan, control, and review large projects.
👤 What Requires Humans
- â–¸Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
- â–¸Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
- â–¸Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
Task Breakdown
🤖AI Can Automate (8)
- Define data requirements, and gather and validate information, applying judgment and statistical tests.
- Prepare management reports defining and evaluating problems and recommending solutions.
- 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.
- Develop and apply time and cost networks to plan, control, and review large projects.
- Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
- Review research literature.
👤Requires Humans (3)
- Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
- Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
- Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
âš¡AI-Assisted (6)
- Present the results of mathematical modeling and data analysis to management or other end users.
- Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
- 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.
- 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.
Key Skills Analysis
MathematicsAI-Vulnerable
Importance: 4.50/5.00
Complex Problem SolvingAI-Resistant
Importance: 4.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 4.00/5.00
Active Listening
Importance: 4.00/5.00
WritingAI-Vulnerable
Importance: 4.00/5.00
Speaking
Importance: 4.00/5.00
Critical ThinkingAI-Resistant
Importance: 4.00/5.00
Active LearningAI-Resistant
Importance: 3.88/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.88/5.00
Systems AnalysisAI-Vulnerable
Importance: 3.88/5.00
Systems Evaluation
Importance: 3.88/5.00
Operations AnalysisAI-Vulnerable
Importance: 3.75/5.00
Science
Importance: 3.25/5.00
CoordinationAI-Resistant
Importance: 3.12/5.00
Time ManagementAI-Resistant
Importance: 3.12/5.00
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Frequently Asked Questions
Based on our analysis, Operations Research Analysts have a medium risk of AI replacement with a score of 45/100. While some tasks can be assisted by AI, the core responsibilities require human judgment and skills.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research