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Geneticists vs Physicians, Pathologists

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

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

Geneticists Physicians, Pathologists
Median pay · BLS OEWS
$93,330
—
Employment · BLS OEWS
59,710
11,800
AI exposure (percentile) · task overlap, not automation
77th pct
40th pct

At a glance

Dimension Geneticists Physicians, Pathologists
Median pay $93,330 —
Employment 59,710 11,800
Employment outlook (2024–34) · BLS projection About average (+1.2%) About average (+4.2%)
Annual openings · BLS projection 4,800 400
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 High · 77th pct Moderate · 40th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 77th pct · 40% of tasks —
Observed AI use · Anthropic Economic Index Augmentation-leaning (53.4%) —
Mostly remote-capable · Dingel–Neiman 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: Biology, Written Comprehension, Written Expression, English Language, Reading Comprehension, Oral Comprehension, Oral Expression, Inductive Reasoning, Science, Active Listening, Writing, Speaking, Critical Thinking, Active Learning, Complex Problem Solving, Judgment and Decision Making, Problem Sensitivity, Deductive Reasoning, Category Flexibility, Learning Strategies, Fluency of Ideas, Information Ordering, Near Vision, Speech Clarity, Monitoring, Instructing, Education and Training, Social Perceptiveness, Flexibility of Closure, Chemistry, Speech Recognition, Management of Personnel Resources.

Specific to Geneticists

  • Mathematics
  • Mathematical Reasoning
  • Originality
  • Number Facility
  • Mathematics
  • Systems Analysis
  • Coordination
  • Persuasion

Specific to Physicians, Pathologists

  • Medicine and Dentistry
  • Customer and Personal Service
  • Time Management
  • Administration and Management
  • Computers and Electronics
  • Speed of Closure
  • Selective Attention
  • Visual Color Discrimination

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: Data base user interface and query software , Spreadsheet software , Office suite software , Presentation software , Medical software .

Specific to Geneticists

Specific to Physicians, Pathologists

Full profiles

This page is a summary. See the complete source-backed profile for Geneticists or Physicians, Pathologists — 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. "Geneticists vs Physicians, Pathologists." 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/geneticists-vs-physicians-pathologists

APA

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

BibTeX 
@misc{singulariki-geneticists-vs-physicians-pathologists,
  title  = {Geneticists vs Physicians, Pathologists},
  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/geneticists-vs-physicians-pathologists}
}

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