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Comparison · dataset August 2026

Physician vs Surgeon: which is more exposed to AI?

A 19-point gap separates these roles — Surgeon is the more defensible seat.

Physician sits at 36% time-weighted AI exposure against 17% for Surgeon, a 19-point gap driven by the 0% of physician work time that current models can already substitute outright. Surgeon holds a larger human-critical core — 67% of the role's time sits in work like "deliver difficult news to families" that models score poorly on. Both roles sit inside Healthcare, so the exposure difference reflects task design rather than a change of field.

19PP GAP

Seven dimensions, side by side.

METRICPHYSICIANSURGEONDELTA
AI exposure36%17%19pp gap
Resilience score84/10088/1004pt gap
Substitutable work time0%12%Fully automatable today
Human-critical work time56%67%Models score poorly here
Median salary$236k$350k$114k apart
10-year growth3%4%Surgeon
US workforce756k45kBLS OEWS
Task level

What actually creates the gap.

Surgeons spend 12% of their time-weighted week on tasks a current model can produce end-to-end, against 0% for Physicians. The single largest contributor is "draft operative notes", graded at 80% and worth 5% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.

Physician
MOST EXPOSED TASKS
    HUMAN-CRITICAL CORE
    • Emergency and surgical judgment6% · 8% time
    • Patient examination and assessment8% · 22% time
    • Patient communication and consent9% · 10% time
    Surgeon
    MOST EXPOSED TASKS
    • Draft operative notes80% · 5% time
    • Complete documentation and coding76% · 4% time
    • Prepare case summaries72% · 3% time
    HUMAN-CRITICAL CORE
    • Deliver difficult news to families4% · 5% time
    • Operate — open and minimally invasive5% · 34% time
    • Manage complications6% · 7% time
    What transfers

    Both roles lean on judgement, cognitive, manual — that is the part of your experience that travels intact. The real divide is manual: Surgeons score 94 there against 72 for Physicians, a 22-point spread. That is the gap you would actually have to close.

    DIMENSIONPHYSICIANSURGEON
    Manual7294
    Social8462
    Procedural7858
    Switching between them
    LowDIFFICULTY

    Surgeon appears in our dataset as a mapped adjacent career for Physicians: the move lowers exposure by 19 points, landing at 17%. Switch difficulty reads low — capability profiles are 15 points apart on average and both sit in the same family.

    Score your own exposure in 8 questions →

    Common questions.

    Is Physician or Surgeon more at risk from AI?

    Physician. It scores 36% time-weighted AI exposure against 17% for Surgeon — a 19-point gap. 0% of physician work time is already fully substitutable by current models, versus 12% for Surgeons.

    Which pays more, Physician or Surgeon?

    Surgeon, by roughly $114k at the median ($350k versus $236k). Note that the higher-paying role here is also the less AI-exposed one, which matters if you are weighing pay against durability.

    Can a physician switch to being a surgeon?

    Surgeon appears in our dataset as a mapped adjacent career for Physicians: the move lowers exposure by 19 points, landing at 17%. Switch difficulty reads low — capability profiles are 15 points apart on average and both sit in the same family.

    Which role is growing faster, Physician or Surgeon?

    Surgeon, at 4% projected ten-year growth versus 3% — a 1-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.

    Career families
    Healthcare
    Methodology
    Scores are time-weighted across each role's canonical O*NET tasks, graded against current frontier-model capability. How we score.