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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. The percentage shown is a task-exposure model, not a prediction of certain job loss.

O*NET 30.3 · 15-2031.00 · modeled exposure, not guaranteed job loss
MODERATE TASK EXPOSURE
52%
Estimated share of representative tasks exposed to current AI capabilities.
Task automation shareⓘ
52%Automatable
Automatable52%
Augmentable24%
Hard to automate24%
Based on analysis of representative responsibilities and current AI capability maturity.
Category#
Tech
Engineering & Product
Modeled pay midpoint$
$63,500/yr
Directional estimate — verify locally
Time until impact⌁
2–4 years
Earliest 2027 · widespread 2029–2031
Task-level replaceability ⓘ
Representative tasks ranked from highest to lowest AI exposure.
◇Present the results of mathematical modeling and data analysis to management or other end users.62%
⚙Define data requirements, and gather and validate information, applying judgment and statistical tests.56%
▥Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.49%
✦System accountability and architecture judgment16%
✦Handling ambiguous requirements and trade-offs12%
Impact timeline ⓘ
How AI assistance may move from early support to wider adoption.
2027Next2029–2031
Early impactAI begins supporting present the results of mathematical modeling and data analysis to management or other end users..
Role reshapingRepeatable tasks become faster and more automated.
Wider adoptionThe role centers more on system accountability and architecture judgment.
2–4 yearsdirectional confidence window
HOW AI CHANGES THIS JOBtyping the logic in plain English
01>Start with the real work done by Operations Research Analysts.
02>AI can help with: Present the results of mathematical modeling and data analysis to management or other end users.
03>If a task is repetitive and easy to check, AI pressure goes up.
04>But a person is still needed for: System accountability and architecture judgment.
05>Likely result: AI is more likely to change this job than remove it.
06>Important: 52% is estimated task exposure—not a 52% chance of losing the job.
What AI can do
Present the results of mathematical modeling and data analysis to management or other end users.MEDIUM
Define data requirements, and gather and validate information, applying judgment and statistical tests.MEDIUM
Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.MEDIUM
How estimates work →
Your human moat
◆

System accountability and architecture judgment

MEDIUM-HIGH

Combined with handling ambiguous requirements and trade-offs, this keeps a human in the loop.

Strength7.6
Similar-role comparison
RoleRisk
Operations Research Analysts52%
Computer Systems Analysts51%
Actuaries51%
Software Developers50%
i

Why this score?

✓The model evaluates 3 representative core tasks.
✓The role mixes repeatable work with human judgment.
✓Occupation and task language comes from O*NET 30.3.
✓The strongest human advantage is system accountability and architecture judgment.
Research basis

O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.

Read ILO research →
Data: O*NET 30.3 · Model framework: ILO 2025About O*NETShare report
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