Operations Research Analysts

United States SOC 15-2031.00 Engineering & Science Confidence ★★★★★

Also called: Advanced Analytics Associate, Analytical Strategist, Analytics Consultant, Business Analyst, Business Operations Analyst, Business Process Analyst, Continuous Improvement Specialist, Decision Analyst

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.

Median annual pay
$88,940
25th–75th pct. $68,360–$125,990
Top pay (est.)
$207,900
Top 10% $159,910
Pay in 5 years
$101,800est.
2031
Pay in 10 years
$116,500est.
$100,200–$135,200
Outlook score
59/100
★★★☆☆ Average
AI replacement risk
72%
High
Job growth (10 yr)
+11.9%
7,500 openings / yr

What operations research analysts do

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.

Typical tasks

Typical path into the job (BLS)

Education Bachelor's degreeRelated experience NoneOn-the-job training NoneO*NET Job Zone 5

Operations Research Analysts salary

The median annual wage for operations research analysts is $88,940 (BLS OEWS May 2025; BLS Employment Projections 2025–35, national). The lowest 10 percent earn less than $57,060 and the highest 10 percent earn more than $159,910. The mean annual wage is $99,730.

Median
$88,940
Mean
$99,730
10th percentile
$57,060
Entry level
25th percentile
$68,360
75th percentile
$125,990
90th percentile
$159,910
Top earners
Mean hourly wage
$47.00
6.5× the federal minimum ($7.25)
In Japanese yen
¥13.99M
≈ at 157.25 JPY/USD

The mean hourly wage of $47.00 is 6.5× the federal minimum wage of $7.25. State minimums are higher in most large states. Minimum wage by state →

How does your pay compare with people your age?

Your numbers are not sent or stored. The comparison uses this occupation's BLS wage percentiles, adjusted for age with BLS median weekly earnings by age group (Q3 2026).

Pay by percentile

Entry level (10th pct.)
$57,060
Early career (25th pct.)
$68,360
Mid career (median)
$88,940
Experienced (75th pct.)
$125,990
Top earners (90th pct.)
$159,910

Annual wage percentiles from the BLS Occupational Employment and Wage Statistics (OEWS). Percentiles are a good proxy for pay by experience.

How median, percentiles and the pay range are defined →

Projected pay for Operations Research Analysts (3, 5 and 10 years)est.

Today $88,940 → in 3 years $96,400 → in 5 years $101,800 → in 10 years $116,500 (10-year range $100,200–$135,200). The model assumes pay growth of +2.7% per year.

$88,940
Now
2026
$96,400
In 3 yrs
2029
$89,000–$104,900
$101,800
In 5 yrs
2031
$91,700–$113,400
$116,500
In 10 yrs
2036
$100,200–$135,200

What drives the annual growth rate

Base wage growth +3.0%Labor demand +0.4%AI impact -0.66%Total +2.7% / yr

Projected pay = current pay × (1 + annual growth)^years. The annual growth rate starts from a base wage-growth rate and adds or subtracts labor demand (BLS projected employment growth), wage momentum and AI replacement risk for each occupation. Projections are not guarantees. How it is calculated →

Outlook score for Operations Research Analysts

59/100
★★★☆☆
Average · ranked #261 of all U.S. occupations
Pay level
77 pts
AI resistance
28 pts
Entry barrier
77 pts
Annual openings
19 pts
Projected growth
95 pts

Each component is a percentile rank among all occupations in the same country (0–100). Weights: labor demand 25, wage momentum / openings 15, pay level 15, AI resistance 25, aging workforce 10 (Japan only), entry barrier 10.

Will AI replace Operations Research Analysts? AI replacement risk

72%
High
Ranked #754 safest from AI among all U.S. occupations
Very lowLowModerateHighVery high

How AI is changing this job

A written analysis for this occupation is being prepared.

AI replacement risk compares the parts of a job that are easy to hand to AI or software (processing information, documentation, repetitive computer work) with the parts that are hard to automate (physical work, working closely with people, judgment in unpredictable settings), using O*NET work activities, work context, skills and knowledge. The result is a relative position among all occupations in the country, scaled to 0–100%. Methodology →

Labor demand for Operations Research Analysts

Employment
109K
BLS OEWS
Projected employment
127K
2025–35
Projected change
+11.9%
ranked #42 for growth
Annual openings
7,500
growth + replacement needs
Demand score
High
67/100
Typical entry education
Bachelor's degree
Work experience
None
in a related occupation
On-the-job training
None

Employment projections are from the BLS Employment Projections program (2025–35). Annual openings include both new jobs and replacement of workers who leave the occupation.

Skills, education and requirements for Operations Research Analysts

Key skills

Mathematics
4.9
Complex Problem Solving
4.5
Judgment and Decision Making
4.4
Reading Comprehension
4.2
Systems Evaluation
4.2
Operations Analysis
4.2
Active Learning
4.1
Critical Thinking
4.1

O*NET skill level ratings (0–7).

Key knowledge areas

Mathematics
6.4
Computers and Electronics
5.3
Engineering and Technology
5.1
Production and Processing
4.5
Education and Training
4.4
English Language
4.0
Administration and Management
3.8
Design
3.6

What the work involves

Analyzing Data or InformationProcessing InformationMaking Decisions and Solving ProblemsThinking CreativelyUpdating and Using Relevant KnowledgeGetting InformationProviding Consultation and Advice to OthersInterpreting the Meaning of Information for Others

Important abilities

Oral ComprehensionWritten ComprehensionMathematical ReasoningInductive ReasoningOral ExpressionDeductive Reasoning

Education of workers

Master's degree
43%
Bachelor's degree
33%
Doctoral degree
14%
Post-bachelor's certificate
10%

Training before entry

Up to 1 month
29%
None / short demo
24%
3–6 months
24%
1–3 months
14%
6–12 months
10%

Related work experience

1–2 years
30%
None
25%
2–4 years
25%
6–12 months
10%
Over 10 years
5%
3–6 months
5%

Job Zone 5 — extensive preparation needed (O*NET)

Difficulty of entry: ★★★☆☆ Moderate (from education, training, experience and Job Zone)

How to become operations research analysts

Typical education
Bachelor's degree
BLS
Related experience
None
On-the-job training
None

A step-by-step guide for this occupation is being prepared. The education, training and experience data above show the typical path.

Career path and how to earn more as operations research analysts

Career-path guidance is being prepared. Pay by percentile is shown in the Pay section.

Pay and employment figures are national statistics. Projected pay, outlook scores and AI replacement risk are estimates from the Shigoto Zukan model, not guarantees. To request a correction, use the contact form. How to read the data
Sources: BLS OEWS May 2025; BLS Employment Projections 2025–35; O*NET 31.0 Database by USDOL/ETA (CC BY 4.0), modified by Shigoto Zukan. Pay ranges, projections and scores are Shigoto Zukan estimates.