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Comparison · dataset August 2026

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

32 points apart. These are not comparable risk profiles.

Healthcare Administrator sits at 51% time-weighted AI exposure against 19% for Therapist / Counsellor, a 32-point gap driven by the 32% of healthcare administrator 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.

32PP GAP

Seven dimensions, side by side.

METRICHEALTHCARE ADMINISTRATORTHERAPIST / COUNSELLORDELTA
AI exposure51%19%32pp gap
Resilience score62/10094/10032pt gap
Substitutable work time32%0%Fully automatable today
Human-critical work time40%78%Models score poorly here
Median salary$105k$58k$47k apart
10-year growth28%19%Healthcare Administrator
US workforce500k912kBLS OEWS
Task level

What actually creates the gap.

Healthcare Administrators spend 32% of their time-weighted week on tasks a current model can produce end-to-end, against 0% for Therapist / Counsellors. The single largest contributor is "compile operational reports", graded at 84% and worth 10% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.

Healthcare Administrator
MOST EXPOSED TASKS
  • Compile operational reports84% · 10% time
  • Oversee automated billing cycles78% · 8% time
  • Build staffing schedules76% · 8% time
  • Draft policies and communications74% · 6% time
HUMAN-CRITICAL CORE
  • Handle serious incidents and families12% · 6% time
  • Manage physician relationships15% · 10% time
  • Lead departments through change18% · 14% 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 social, judgement, cognitive — that is the part of your experience that travels intact. The real divide is creative: Therapist / Counsellors score 54 there against 22 for Healthcare Administrators, a 32-point spread. That is the gap you would actually have to close.

    DIMENSIONHEALTHCARE ADMINISTRATORTHERAPIST / COUNSELLOR
    Creative2254
    Procedural7044
    Social7698
    Switching between them
    LowDIFFICULTY

    Neither role lists the other as a mapped adjacent career, but the capability profiles are only 21 points apart on average and both sit in Healthcare. In practice that means a move is plausible without retraining from scratch — the constraint is credentials and hiring convention, not capability.

    Score your own exposure in 8 questions →

    Common questions.

    Is Healthcare Administrator or Therapist / Counsellor more at risk from AI?

    Healthcare Administrator. It scores 51% time-weighted AI exposure against 19% for Therapist / Counsellor — a 32-point gap. 32% of healthcare administrator work time is already fully substitutable by current models, versus 0% for Therapist / Counsellors.

    Which pays more, Healthcare Administrator or Therapist / Counsellor?

    Healthcare Administrator, by roughly $47k at the median ($105k 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 healthcare administrator switch to being a therapist / counsellor?

    Neither role lists the other as a mapped adjacent career, but the capability profiles are only 21 points apart on average and both sit in Healthcare. In practice that means a move is plausible without retraining from scratch — the constraint is credentials and hiring convention, not capability.

    Which role is growing faster, Healthcare Administrator or Therapist / Counsellor?

    Healthcare Administrator, at 28% projected ten-year growth versus 19% — a 9-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.