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Medical Scientists, Except Epidemiologists vs Cardiologists

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

A factual, source-backed comparison of Medical Scientists, Except Epidemiologists and Cardiologists 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 Cardiologists
Median pay · BLS OEWS
$100,590
—
Employment · BLS OEWS
156,300
18,020
AI exposure (percentile) · task overlap, not automation
65th pct
45th pct

At a glance

Dimension Medical Scientists, Except Epidemiologists Cardiologists
Median pay $100,590 —
Employment 156,300 18,020
Employment outlook (2024–34) · BLS projection Growing fast (+8.7%) About average (+4.1%)
Annual openings · BLS projection 9,600 600
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 · 45th 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

Specific to Medical Scientists, Except Epidemiologists

  • Biology
  • Writing
  • Speaking
  • Science
  • Active Learning
  • Oral Expression
  • Written Expression
  • Inductive Reasoning

Specific to Cardiologists

    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

    Specific to Medical Scientists, Except Epidemiologists

    Specific to Cardiologists

    Full profiles

    This page is a summary. See the complete source-backed profile for Medical Scientists, Except Epidemiologists or Cardiologists — 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 Cardiologists." 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-cardiologists

    APA

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

    BibTeX 
    @misc{singulariki-medical-scientists-except-epidemiologists-vs-cardiologists,
  title  = {Medical Scientists, Except Epidemiologists vs Cardiologists},
  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-cardiologists}
}

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