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Genetic Counselors vs Preventive Medicine Physicians

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

A factual, source-backed comparison of Genetic Counselors and Preventive Medicine Physicians 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.”

Genetic Counselors Preventive Medicine Physicians
Median pay · BLS OEWS
$98,910
—
Employment · BLS OEWS
3,510
315,360
AI exposure (percentile) · task overlap, not automation
90th pct
35th pct

At a glance

Dimension Genetic Counselors Preventive Medicine Physicians
Median pay $98,910 —
Employment 3,510 315,360
Employment outlook (2024–34) · BLS projection Growing fast (+9.3%) About average (+2.5%)
Annual openings · BLS projection 300 9,600
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 High · 90th pct Moderate · 35th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 32nd pct · 20% of tasks —
Observed AI use · Anthropic Economic Index Augmentation-leaning (51.9%) —
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, Psychology, Medicine and Dentistry, Written Comprehension, Reading Comprehension, Deductive Reasoning, English Language, Active Listening, Complex Problem Solving, Oral Comprehension, Oral Expression, Written Expression, Problem Sensitivity, Inductive Reasoning, Writing, Speaking, Critical Thinking, Active Learning, Social Perceptiveness, Information Ordering, Speech Recognition, Speech Clarity, Near Vision, Education and Training, Science, Judgment and Decision Making, Instructing, Service Orientation, Systems Analysis, Fluency of Ideas, Originality, Category Flexibility, Learning Strategies.

Specific to Genetic Counselors

  • Therapy and Counseling
  • Customer and Personal Service
  • Mathematics
  • Sociology and Anthropology
  • Time Management
  • Mathematical Reasoning
  • Flexibility of Closure

Specific to Preventive Medicine Physicians

  • Monitoring
  • Coordination
  • Public Safety and Security
  • Law and Government
  • Systems Evaluation
  • Management of Personnel Resources
  • Persuasion

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

Specific to Genetic Counselors

    Specific to Preventive Medicine Physicians

    Full profiles

    This page is a summary. See the complete source-backed profile for Genetic Counselors or Preventive Medicine Physicians — 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. "Genetic Counselors vs Preventive Medicine Physicians." 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; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/genetic-counselors-vs-preventive-medicine-physicians

    APA

    Singulariki. (2026). Genetic Counselors vs Preventive Medicine Physicians. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/genetic-counselors-vs-preventive-medicine-physicians

    BibTeX 
    @misc{singulariki-genetic-counselors-vs-preventive-medicine-physicians,
  title  = {Genetic Counselors vs Preventive Medicine Physicians},
  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; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/genetic-counselors-vs-preventive-medicine-physicians}
}

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