What it pays
Government survey numbers — not estimates, not ads.
Half of all Operations Research Analysts in the U.S. earn more than $88,940 a year — the middle 80% land between $57,060 and $159,910. About 108,510 people in the U.S. do this work. Figures are for the U.S. occupation group “Operations Research Analysts”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Professionals earn about ₹38,298 a month on average — around ₹4.6 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$88,940typical pay / year
108,510people in this work
$159,910+top 10% earn
₹4.6 lakha year in India (family avg)
Think you get this job?Six quick questions on how it really works — with a hint and the reason behind every answer.
Test yourself →The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Keeping the record2
Present results to management
+Prepare a concise briefing for the operations leadership meeting that summarises audit findings, compliance…
Present results to management
+Prepare a concise briefing for the operations leadership meeting that summarises audit findings, compliance variances, cost drivers, and three recommended policy changes with implementation steps and expected savings, to present in ten minutes.
The tools that do the workIBM SPSS Statisticsjob descriptionsO*NETWikipedia
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Collaborate with organization members
+Coordinate a working session with finance, HR, and program managers to map process bottlenecks, capture…
Collaborate with organization members
+Coordinate a working session with finance, HR, and program managers to map process bottlenecks, capture decisions, and allocate owners; circulate the meeting notes and a three-step action plan with deadlines within 48 hours.
The tools that do the workGoogle Docsjob descriptionsO*NETWikipedia
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Analysing3
Analyze information about alternative actions
+Assess three alternative courses of action for the municipal tax unit, summarise fiscal impacts, compliance…
Analyze information about alternative actions
+Assess three alternative courses of action for the municipal tax unit, summarise fiscal impacts, compliance risks and political sensitivities, then recommend one option with scored trade-offs and a short executive memo for Friday morning.
The tools that do the workIBM SPSS Statisticsjob descriptionsO*NETWikipedia
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Create simulations and predictive models
+Build predictive scenarios for next fiscal year's revenue under three policy choices, run sensitivity tests…
Create simulations and predictive models
+Build predictive scenarios for next fiscal year's revenue under three policy choices, run sensitivity tests on tax rate and compliance assumptions, produce forecast tables and probability bands, and attach a one-page methods note.
The tools that do the workIBM SPSS Statisticsjob descriptionsO*NET
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Break systems into components and analyze
+Take the legacy benefit distribution system, decompose it into modules and data flows, map failure points…
Break systems into components and analyze
+Take the legacy benefit distribution system, decompose it into modules and data flows, map failure points against policy rules and staffing, then deliver a component-level risk matrix and remediation priorities for next week's architecture review.
The tools that do the workGitHubLinuxjob descriptionsO*NET
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Coordinate1
Optimize resource allocation and logistics
+Reallocate fleet and staff across three depots to cut operating cost by 8 percent while meeting service…
Optimize resource allocation and logistics
+Reallocate fleet and staff across three depots to cut operating cost by 8 percent while meeting service windows, model route loads and fuel use, then propose a staged implementation plan and stakeholder impacts for Friday's ops meeting.
The tools that do the workIBM SPSS Statisticsjob descriptionsWikipedia
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The daily work17
Define data requirements and validate information
+Define the data fields and validation rules we need for the quarterly grant allocation dataset, map each…
Define data requirements and validate information
+Define the data fields and validation rules we need for the quarterly grant allocation dataset, map each field to the source system and statute, then check incoming extracts for missing or inconsistent values and flag records that break policy before Tuesday close of business.
The tools that do the workApache Hivejob descriptionsO*NET
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Analyze data to identify trends and patterns
+Pull the last three years of departmental expenditure and revenue, run the routine seasonality and outlier…
Analyze data to identify trends and patterns
+Pull the last three years of departmental expenditure and revenue, run the routine seasonality and outlier checks, summarise persistent upward or downward trends by program and by fund code, and deliver a short briefing note with supporting charts for Friday morning budget review.
The tools that do the workIBM SPSS Statisticsjob descriptionsWikipedia
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Develop decision support software or products
+Prototype a decision tool that scores project proposals by fiscal impact, political sensitivity, and…
Develop decision support software or products
+Prototype a decision tool that scores project proposals by fiscal impact, political sensitivity, and compliance risk, wire the scoring logic to the canonical cost and revenue fields, and commit the first working branch for internal testing by next Wednesday.
The tools that do the workGitHubjob descriptionsWikipedia
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Develop and apply time and cost networks to plan, control, and review large projects.
+Build the time and cost network for the new capital programme: list activities, estimate durations and…
Develop and apply time and cost networks to plan, control, and review large projects.
+Build the time and cost network for the new capital programme: list activities, estimate durations and resources, sequence dependencies, calculate critical path and expected cashflow, then circulate the network and variance thresholds to the programme board before the planning meeting.
The tools that do the workLinuxO*NET
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Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
+Draft revised business methods for the compliance team: document the accounting entries, file retention…
Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
+Draft revised business methods for the compliance team: document the accounting entries, file retention schedule, task routing, and production timetable, map them to current legislation and organisational policy, then send the draft for stakeholder review by Friday.
The tools that do the workGoogle DocsO*NET
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Review research literature.
+Compile and critically appraise recent research on municipal tax incidence and relief programmes, summarise…
Review research literature.
+Compile and critically appraise recent research on municipal tax incidence and relief programmes, summarise methods, key findings and gaps relevant to our policy work, and produce a two-page memo with full references for Monday's policy clinic.
The tools that do the workIBM SPSS StatisticsO*NET
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Design models to represent real-world systems and scenarios
+Build a set of analytical models that map our revenue, staffing and service demand into future operating…
Design models to represent real-world systems and scenarios
+Build a set of analytical models that map our revenue, staffing and service demand into future operating costs and compliance risks, calibrate with last three years of transactional data, and deliver assumptions and sensitivity tables by Friday.
The tools that do the workIBM SPSS StatisticsWikipedia
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Integrate techniques from other mathematical sciences into problem-solving
+Take inventory of applicable queueing, optimisation and game theory techniques, adapt two that fit our…
Integrate techniques from other mathematical sciences into problem-solving
+Take inventory of applicable queueing, optimisation and game theory techniques, adapt two that fit our parking permit allocation problem, implement the math and compare outcomes against our current rulebook with a one‑page recommendation.
The tools that do the workC++Wikipedia
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Assess the effectiveness of operational strategies
+Evaluate last six months of the pilot operating changes against KPIs—cost per transaction, average…
Assess the effectiveness of operational strategies
+Evaluate last six months of the pilot operating changes against KPIs—cost per transaction, average throughput, error rate—and produce a ranked list of which tactics to scale, modify or stop with estimated budget impact.
The tools that do the workGoogle DocsWikipedia
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Research and develop taxation policies and legislation
+Research recent state and federal tax rulings affecting service levies, draft proposed legislative language…
Research and develop taxation policies and legislation
+Research recent state and federal tax rulings affecting service levies, draft proposed legislative language to close a compliance gap we identified, and prepare a one‑page briefing for the policy director and counsel.
The tools that do the workIBM SPSS StatisticsESCO
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Advise official bodies on policy implementation and financial operations
+Prepare actionable advice for the audit committee on rolling out the new funding formula: map operational…
Advise official bodies on policy implementation and financial operations
+Prepare actionable advice for the audit committee on rolling out the new funding formula: map operational steps, expected cashflows, control points and a risk register, then recommend who signs off at each stage.
The tools that do the workGoogle DocsESCO
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Conduct cost-benefit analysis
+Run a focused cost–benefit study of switching to the new vendor contract for our transit subsidy program,…
Conduct cost-benefit analysis
+Run a focused cost–benefit study of switching to the new vendor contract for our transit subsidy program, compare net present value and payback under current tax rules, flag policy risks and a recommended go/no-go by Wednesday.
The tools that do the workIBM SPSS Statisticsjob descriptions
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Develop and supply optimal networks for evaluation
+Design and deliver three candidate network configurations for the regional delivery routes, score them by…
Develop and supply optimal networks for evaluation
+Design and deliver three candidate network configurations for the regional delivery routes, score them by total cost, regulatory compliance and political acceptability, and hand the ranked files to procurement and planning for pilot next month.
The tools that do the workESRI ArcGISjob descriptions
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Prepare management reports
+Compile the monthly management pack: executive summary of performance versus budget, variance drivers from…
Prepare management reports
+Compile the monthly management pack: executive summary of performance versus budget, variance drivers from major cost centers, risk items for the finance director, and a one‑page dashboard for the COO by Friday close.
The tools that do the workGoogle Docsjob descriptions
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Specify computational methods for models
+Specify the computational methods for the demand forecasting model: objective function, constraints, solver…
Specify computational methods for models
+Specify the computational methods for the demand forecasting model: objective function, constraints, solver approach, data validation rules and reproducibility steps so the analytics team can implement and audit within two weeks.
The tools that do the workLinuxGitHubjob descriptions
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Identify extreme values of real-world objectives like profit, performance, or yield
+Identify the maximum achievable yield and the worst‑case profit shortfall for the pilot product line using…
Identify extreme values of real-world objectives like profit, performance, or yield
+Identify the maximum achievable yield and the worst‑case profit shortfall for the pilot product line using historical transaction data, highlight outliers and policy implications, and deliver results to commercial and risk leads by Tuesday.
The tools that do the workApache HiveWikipedia
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Solve problems related to minimizing loss, risk, or cost
+Produce an optimisation brief that minimizes expected procurement cost under our risk tolerance: define…
Solve problems related to minimizing loss, risk, or cost
+Produce an optimisation brief that minimizes expected procurement cost under our risk tolerance: define objective, constraints, scenario probabilities, and recommended safety buffers, then send to procurement and the CFO for approval next Monday.
The tools that do the workC++Wikipedia
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