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Profession JRI–44 / Finance

Will AI replace operations research analysts?

Operations research analysts formulate mathematical models to solve complex operational problems, often relying on data analysis and simulation to support management decisions. While automation can efficiently process large datasets and execute standard algorithms, analysts bring indispensable human judgment to frame problems, interpret results, and communicate findings to stakeholders.

The risk spectrum — where Operations Research Analyst sits
Operations Research Analyst vs the 83 other jobs
Risk rank44 / 84
Automation timeline2-5 years
Median salary$88,940
Projected growth+21.5% (2024–34)
01 / Your plan

Learn before your role changes.

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What you'll learn
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Updated Sep 21, 2026

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02 / Job market

Official outlook: still growing.

Within the 84 professions
Salary$88,940
$31k$171k
Growth+21.5% (2024–34)
-25.9%33.5%

The U.S. Bureau of Labor Statistics projects a +21.5% change in employment for this occupation between 2024 and 2034, from a current base of 108,510 people employed earning a median of $88,940 a year.

Source: BLS Employment Projections 2024–34 & OEWS May 2025.

AI adoption in postings →

JRI demand index / weekly, base 100229
Jul 13Sep 7

Collected weekly through our own intake pipeline across live job postings; normalised index, not absolute counts.

03 / Real salaries

Operations Research Analyst salaries by city

Median pay from real records (H-1B filings and tech job postings), across the cities with most observations.

New York$146,950Seattle$130,400San Francisco$150,900Bellevue$127,200Chicago$133,300Atlanta$110,000

Range shows p25–p75; the dot is the median. Sources carry a documented bias — see the full salary page.

See real salaries →

04 / How to enter

How to become an operations research analyst.

Typical preparation

Job Zone Five: Extensive Preparation Needed

Education

Most of these occupations require graduate school.

Experience

Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience.

Job training

Employees may need some on-the-job training, but most of these occupations assume that the person will already have the required skills, knowledge, work-related experience, and/or training.

Getting in is one thing — the day-to-day runs on a specific set of tools and skills:

Foundations
Core skills
Tools

Full skill path with courses →

05 / Where to pivot

Where operations research analysts can pivot next.

Related roles that reuse much of the same domain knowledge while carrying lower AI exposure.

07 / FAQ

What people ask.

01Will AI replace operations research analysts?
Automation can rapidly process datasets and run standard algorithms, but problem framing, interpretation, and stakeholder communication still depend on human judgment. This occupation is rated high risk with a 2-5 year automation horizon, and analysts remain responsible for educating staff and collaborating on practical implementation.
02How soon might automation affect Operations Research Analysts?
Within 2-5 years, automation could handle data processing and standard algorithm execution, according to the evidence. The high risk designation signals near-term change, while human judgment in framing problems and interpreting results persists.
03What skills keep Operations Research Analysts relevant?
Complex Problem Solving and Critical Thinking are marked as high demand, along with Active Learning at medium demand. The human capacities for validating assumptions, listening to business needs, and adapting models to dynamic environments keep analysts relevant as tools evolve.
04How do you become an Operations Research Analyst?
Graduate study is typical for entry into this line of work. Preparation centers on Mathematics, Complex Problem Solving, and Active Listening, each rated high demand, and a defined pathway exists for newcomers to enter the field.
05What related roles can Operations Research Analysts move into?
Software Engineers, with risk score 30, present a less automated future than the analyst role's 53. Analysts' experience in modeling, data analysis, and collaboration supports movement into engineering roles that emphasize algorithm implementation.
06Is Operations Research Analyst a good career to start in 2026?
Starting in 2026, newcomers join a high-risk occupation, yet demand remains strong with a +21.5% (2024-34) projected change and 108,510 people employed. Annual earnings stand at $88,940.
07What tools and tasks define Operations Research Analysts' daily work?
Python, SQL, and Microsoft Power BI appear among the tools. Day-to-day work centers on formulating mathematical or simulation models and presenting results to management or end users.