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Epidemiologists vs Geneticists

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

A factual, source-backed comparison of Epidemiologists and Geneticists 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.”

Epidemiologists Geneticists
Median pay · BLS OEWS
$83,980
$93,330
Employment · BLS OEWS
11,460
59,710
AI exposure (percentile) · task overlap, not automation
62nd pct
77th pct

At a glance

Dimension Epidemiologists Geneticists
Median pay $83,980 $93,330
Employment 11,460 59,710
Employment outlook (2024–34) · BLS projection Growing fast (+16.2%) About average (+1.2%)
Annual openings · BLS projection 800 4,800
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 graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).
AI exposure · published exposure studies Moderate · 62nd pct High · 77th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 77th pct · 40% of tasks 77th pct · 40% of tasks
Observed AI use · Anthropic Economic Index Augmentation-leaning (74.7%) Augmentation-leaning (53.4%)
Mostly remote-capable · Dingel–Neiman Yes Yes

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, Oral Comprehension, Written Comprehension, Inductive Reasoning, Biology, Reading Comprehension, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Oral Expression, Written Expression, Problem Sensitivity, Active Listening, Writing, Speaking, Science, Deductive Reasoning, Active Learning, Systems Analysis, English Language, Fluency of Ideas, Category Flexibility, Speech Clarity, Social Perceptiveness, Originality, Mathematics, Coordination, Information Ordering, Near Vision, Speech Recognition, Monitoring, Mathematical Reasoning, Flexibility of Closure, Learning Strategies, Education and Training, Number Facility.

Specific to Epidemiologists

  • Systems Evaluation
  • Medicine and Dentistry
  • Computers and Electronics
  • Communications and Media

Specific to Geneticists

  • Instructing
  • Chemistry
  • Persuasion
  • Management of Personnel Resources

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 , Analytical or scientific software , Data base user interface and query software , Electronic mail software , Word processing software .

Specific to Epidemiologists

Specific to Geneticists

Full profiles

This page is a summary. See the complete source-backed profile for Epidemiologists or Geneticists — 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. "Epidemiologists vs Geneticists." 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/epidemiologists-vs-geneticists

APA

Singulariki. (2026). Epidemiologists vs Geneticists. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/epidemiologists-vs-geneticists

BibTeX 
@misc{singulariki-epidemiologists-vs-geneticists,
  title  = {Epidemiologists vs Geneticists},
  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/epidemiologists-vs-geneticists}
}

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