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Comparison · dataset August 2026

Physician vs Therapist / Counsellor: which is more exposed to AI?

A 17-point gap separates these roles — Therapist / Counsellor is the more defensible seat.

Physician sits at 36% time-weighted AI exposure against 19% for Therapist / Counsellor, a 17-point gap driven by the 0% of physician work time that current models can already substitute outright. Therapist / Counsellor holds a larger human-critical core — 78% of the role's time sits in work like "crisis intervention" that models score poorly on. Both roles sit inside Healthcare, so the exposure difference reflects task design rather than a change of field.

17PP GAP

Seven dimensions, side by side.

METRICPHYSICIANTHERAPIST / COUNSELLORDELTA
AI exposure36%19%17pp gap
Resilience score84/10094/10010pt gap
Substitutable work time0%0%Fully automatable today
Human-critical work time56%78%Models score poorly here
Median salary$236k$58k$178k apart
10-year growth3%19%Therapist / Counsellor
US workforce756k912kBLS OEWS
Task level

What actually creates the gap.

Both roles hand a similar slice of the week to substitutable work — 0% for Physicians, 0% for Therapist / Counsellors — but it is different work. Physician exposure concentrates in "clinical documentation (notes, discharge summaries)"; Therapist / Counsellor exposure concentrates in "write session notes and records". Two roles can share a score and face completely different disruption timelines.

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
    Therapist / Counsellor
    MOST EXPOSED TASKS
      HUMAN-CRITICAL CORE
      • Crisis intervention4% · 14% time
      • Conduct therapy sessions6% · 38% time
      • Group therapy facilitation8% · 6% time
      What transfers

      Both roles lean on judgement, social, cognitive — that is the part of your experience that travels intact. The real divide is manual: Physicians score 72 there against 12 for Therapist / Counsellors, a 60-point spread. That is the gap you would actually have to close.

      DIMENSIONPHYSICIANTHERAPIST / COUNSELLOR
      Manual7212
      Procedural7844
      Cognitive9468
      Switching between them
      ModerateDIFFICULTY

      Neither role lists the other as a mapped adjacent career. With 31 points of average separation across capability dimensions, a move is realistic but not free: expect to deliberately rebuild the dimensions listed above rather than assume they carry.

      Score your own exposure in 8 questions →

      Common questions.

      Is Physician or Therapist / Counsellor more at risk from AI?

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

      Which pays more, Physician or Therapist / Counsellor?

      Physician, by roughly $178k at the median ($236k versus $58k). Note that the higher-paying role here is also the more AI-exposed one, which matters if you are weighing pay against durability.

      Can a physician switch to being a therapist / counsellor?

      Neither role lists the other as a mapped adjacent career. With 31 points of average separation across capability dimensions, a move is realistic but not free: expect to deliberately rebuild the dimensions listed above rather than assume they carry.

      Which role is growing faster, Physician or Therapist / Counsellor?

      Therapist / Counsellor, at 19% projected ten-year growth versus 3% — a 16-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.