Operations Research Analysts
Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decision making, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, service, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.
AI Impact Summary
Operations Research Analysts faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 48% of all analyzed occupations. Of 17 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
6
AI-Vulnerable
7
AI-Resistant
5
AI-Augmented
AI-Vulnerable
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
AI-Resistant
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
17 tasks analyzed
Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
Perform validation and testing of models to ensure adequacy and reformulate models as necessary.
Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
Present the results of mathematical modeling and data analysis to management or other end users.
Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters. | 65 | 53.0% | 12% |
| Perform validation and testing of models to ensure adequacy and reformulate models as necessary. | 60 | 51.0% | 10% |
| Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives. | 20 | 23.0% | 8% |
| Present the results of mathematical modeling and data analysis to management or other end users. | 35 | 29.0% | 6% |
| Collaborate with others in the organization to ensure successful implementation of chosen problem solutions. | 20 | 23.0% | 6% |
Protective Factors
Total protective discount: 24.1%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$91,290
per year
Mean Wage
$99,120
per year
Employment
108K
workers
Wage Range
$53,910 - $159,280
10th - 90th pct
Wage Distribution
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