Not assessed
unknown
sources: BLS OES (approx) · O*NET
0 sources
17 core tasks shown
Operations Research Analysts High exposure: 5 of 17 core tasks show high task automation potential : exposure 50/100 (not assessed).
No model has published evidence mapped to this occupation yet - the score comes from generic task assessment.
Score breakdown
Why this score?
Every component is stored with the score row and can be recomputed from the evidence table.
Methodology - · score - · input hash -
Strength of current models on the capabilities this job's tasks require.
Task-level exposure, weighted by task importance. A component of the headline, not the headline itself.
Evidence that AI is actually being used for this work.
Observed changes in postings, employment or earnings.
Quantity and source quality of the evidence behind the score.
0 evidence item(s) contribute. Calculated -.
Overview
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.
Employment
-
approx. BLS OES
Median wage
-
approx. BLS OES
Tasks tracked
17
linked to this occupation
Employment and wage values are approximate reference figures from the BLS Occupational Employment and Wage Statistics programme, stored with an approximation flag. Verify against the O*NET record and BLS before quoting them.
Tasks
Task-level automation exposure
Core tasks only. Exposure describes how much of the task output current AI can produce or substantially assist - not whether the task disappears. Secondary shared-baseline edges are hidden until per-occupation curation is complete.
core task · importance 4.6/5
core task · importance 4.6/5
core task · importance 4.5/5
- Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.15
core task · importance 4.5/5
core task · importance 4.4/5
core task · importance 4.4/5
core task · importance 4.4/5
core task · importance 4.3/5
core task · importance 4.3/5
core task · importance 4.3/5
core task · importance 4.1/5
core task · importance 4/5
core task · importance 3.8/5
core task · importance 3.7/5
core task · importance 3.7/5
core task · importance 3.6/5
core task · importance 3.5/5
Evidence
Evidence trail
0 attributed item(s). Confidence reflects study design: randomised and production deployments score higher than platform observations, which score higher than projections.
No occupation-specific evidence has been mapped yet. This occupation is scored from generic task assessment only - a genuinely weaker basis, and the reason its score is marked low-confidence.
Historical trend
Exposure over time
Backcast series: recomputed at quarterly checkpoints using only the models and evidence published by each date.
No series yet
This chart fills in once the first snapshot is recorded.
Reconstruction, not measurement. 0 observed daily snapshot(s) exist for this occupation; the earlier part of the curve is derived by applying the current methodology to the model releases and published evidence available at each past date.
Recent events
Signals affecting this occupation
No events match this filter yet. New verified events appear here as analysis completes.
Related
Related Occupations
Occupations sharing major SOC group (15) with Operations Research Analysts.
faq
Frequently Asked Questions
Common questions regarding Operations Research Analysts and AI exposure.
Will AI replace Operations Research Analysts?
Current AI models show an exposure score of 50/100 for Operations Research Analysts. This measures technical capability to assist or automate specific tasks rather than predicted immediate job loss. Moderate exposure reflects assistance in routine information-handling while core responsibilities require human judgment.
Which tasks in Operations Research Analysts have the highest AI exposure?
The most exposed tasks for Operations Research Analysts include "Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes." (85% exposure) and "Specify manipulative or computational methods to be applied to models." (85% exposure).
What aspects of Operations Research Analysts can AI not do yet?
Tasks with the lowest AI exposure for Operations Research Analysts include "Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify managem…" (5% exposure) and "Collaborate with others in the organization to ensure successful implementation of chosen problem solutions." (5% exposure). These responsibilities typically require physical dexterity, licensed human accountability, or complex interpersonal navigation.
Embed this interactive AI exposure card into your article, research, or dashboard.
Track AI exposure changes for Operations Research Analysts
We monitor frontier AI model releases and benchmark updates. Enter your email for alerts when this occupation's exposure changes. No spam, ever.
By submitting, you consent to receive career disruption updates. We never share your data. Read our Privacy Policy.
Notice: All ratings shown are AI-estimated technical exposure scores measuring technical capabilities across O*NET task statements, not predicted job loss. Contains information from O*NET 31.0 by the U.S. Department of Labor, ETA, used under CC BY 4.0.