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Medical Scientists, Except Epidemiologists vs Physicians, Pathologists

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

A factual, source-backed comparison of Medical Scientists, Except Epidemiologists 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.”

Medical Scientists, Except Epidemiologists Physicians, Pathologists
Median pay · BLS OEWS
$100,590
—
Employment · BLS OEWS
156,300
11,800
AI exposure (percentile) · task overlap, not automation
65th pct
40th pct

At a glance

Dimension Medical Scientists, Except Epidemiologists Physicians, Pathologists
Median pay $100,590 —
Employment 156,300 11,800
Employment outlook (2024–34) · BLS projection Growing fast (+8.7%) About average (+4.2%)
Annual openings · BLS projection 9,600 400
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 Moderate · 65th 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 (67.6%) —
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, Writing, Speaking, Science, Active Learning, Oral Expression, Written Expression, Inductive Reasoning, English Language, Reading Comprehension, Active Listening, Critical Thinking, Judgment and Decision Making, Oral Comprehension, Written Comprehension, Deductive Reasoning, Information Ordering, Category Flexibility, Speech Clarity, Complex Problem Solving, Problem Sensitivity, Near Vision, Speech Recognition, Medicine and Dentistry, Monitoring, Chemistry, Learning Strategies, Instructing, Fluency of Ideas, Flexibility of Closure, Time Management, Selective Attention.

Specific to Medical Scientists, Except Epidemiologists

  • Systems Analysis
  • Mathematics
  • Mathematical Reasoning
  • Systems Evaluation
  • Originality
  • Mathematics
  • Service Orientation
  • Number Facility

Specific to Physicians, Pathologists

  • Education and Training
  • Customer and Personal Service
  • Administration and Management
  • Social Perceptiveness
  • Management of Personnel Resources
  • Computers and Electronics
  • Speed of Closure
  • 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: Spreadsheet software , Office suite software , Presentation software , Data base user interface and query software , Information retrieval or search software , Enterprise resource planning ERP software .

Specific to Medical Scientists, Except Epidemiologists

Specific to Physicians, Pathologists

Full profiles

This page is a summary. See the complete source-backed profile for Medical Scientists, Except Epidemiologists 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. "Medical Scientists, Except Epidemiologists 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/medical-scientists-except-epidemiologists-vs-physicians-pathologists

APA

Singulariki. (2026). Medical Scientists, Except Epidemiologists vs Physicians, Pathologists. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/medical-scientists-except-epidemiologists-vs-physicians-pathologists

BibTeX 
@misc{singulariki-medical-scientists-except-epidemiologists-vs-physicians-pathologists,
  title  = {Medical Scientists, Except Epidemiologists 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/medical-scientists-except-epidemiologists-vs-physicians-pathologists}
}

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