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Operations Research Analysts vs Industrial Engineers

Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index

A factual, source-backed comparison of Operations Research Analysts and Industrial Engineers on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”

Operations Research Analysts Industrial Engineers
Median pay · BLS OEWS
$91,290
$101,140
Employment · BLS OEWS
107,760
350,230
AI exposure (percentile) · task overlap, not automation
90th pct
81st pct

At a glance

Dimension Operations Research Analysts Industrial Engineers
Median pay $91,290 $101,140
Employment 107,760 350,230
Employment outlook (2024–34) · BLS projection Growing fast (+21.5%) Growing fast (+11.0%)
Annual openings · BLS projection 9,600 25,200
Typical education · O*NET Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree). Most of these occupations require a four-year bachelor's degree, but some do not.
AI exposure · published exposure studies High · 90th pct High · 81st pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 94th pct · 56% of tasks 68th pct · 37% of tasks
Observed AI use · Anthropic Economic Index Augmentation-leaning (55.2%) —
Mostly remote-capable · Dingel–Neiman Yes No

Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.

Skills

Shared: Mathematics, Mathematics, Mathematical Reasoning, Complex Problem Solving, Deductive Reasoning, Inductive Reasoning, Computers and Electronics, Reading Comprehension, Active Listening, Writing, Speaking, Critical Thinking, Oral Comprehension, Written Comprehension, Oral Expression, Written Expression, Problem Sensitivity, Engineering and Technology, Active Learning, Judgment and Decision Making, Systems Analysis, Systems Evaluation, Information Ordering, Near Vision, Production and Processing, Fluency of Ideas, Originality, Category Flexibility, English Language, Speech Clarity, Coordination, Speech Recognition, Design, Education and Training.

Specific to Operations Research Analysts

  • Number Facility
  • Operations Analysis
  • Science
  • Time Management
  • Flexibility of Closure
  • Learning Strategies

Specific to Industrial Engineers

  • Mechanical
  • Administration and Management
  • Customer and Personal Service
  • Monitoring
  • Selective Attention
  • Public Safety and Security

Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).

Tools & technology

Shared: Spreadsheet software , Office suite software , Presentation software , Object or component oriented development software , Data base user interface and query software , Operating system software , Development environment software , Enterprise application integration software , Application server software , Word processing software , Analytical or scientific software , Project management software , Document management software , Process mapping and design software , Enterprise resource planning ERP software .

Specific to Operations Research Analysts

Specific to Industrial Engineers

Full profiles

This page is a summary. See the complete source-backed profile for Operations Research Analysts or Industrial Engineers — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.

More comparisons

Related occupations you can place side by side on the same sourced scale.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Operations Research Analysts vs Industrial Engineers." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/operations-research-analysts-vs-industrial-engineers

APA

Singulariki. (2026). Operations Research Analysts vs Industrial Engineers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/operations-research-analysts-vs-industrial-engineers

BibTeX 
@misc{singulariki-operations-research-analysts-vs-industrial-engineers,
  title  = {Operations Research Analysts vs Industrial Engineers},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/operations-research-analysts-vs-industrial-engineers}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.