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Comparison · dataset August 2026

Occupational Therapist vs Speech-Language Pathologist: which is more exposed to AI?

Speech-Language Pathologist carries 5 points more AI exposure than Occupational Therapist.

Speech-Language Pathologist sits at 31% time-weighted AI exposure against 26% for Occupational Therapist, a 5-point gap driven by the 0% of speech-language pathologist work time that current models can already substitute outright. Occupational Therapist holds a larger human-critical core — 74% of the role's time sits in work like "deliver hands-on therapy interventions" that models score poorly on. Both roles sit inside Healthcare, so the exposure difference reflects task design rather than a change of field.

5PP GAP

Seven dimensions, side by side.

METRICOCCUPATIONAL THERAPISTSPEECH-LANGUAGE PATHOLOGISTDELTA
AI exposure26%31%5pp gap
Resilience score89/10086/1003pt gap
Substitutable work time0%0%Fully automatable today
Human-critical work time74%70%Models score poorly here
Median salary$92k$90k$2k apart
10-year growth12%19%Speech-Language Pathologist
US workforce148k180kBLS OEWS
Task level

What actually creates the gap.

Both roles hand a similar slice of the week to substitutable work — 0% for Occupational Therapists, 0% for Speech-Language Pathologists — but it is different work. Occupational Therapist exposure concentrates in "write treatment plans and progress notes"; Speech-Language Pathologist exposure concentrates in "generate therapy exercises and materials". Two roles can share a score and face completely different disruption timelines.

Occupational Therapist
MOST EXPOSED TASKS
    HUMAN-CRITICAL CORE
    • Deliver hands-on therapy interventions6% · 26% time
    • Adapt home and work environments12% · 14% time
    • Assess patient functional abilities14% · 24% time
    Speech-Language Pathologist
    MOST EXPOSED TASKS
      HUMAN-CRITICAL CORE
      • Deliver individualized therapy sessions6% · 26% time
      • Adapt treatment in real time8% · 4% time
      • Coach families and caregivers10% · 10% time
      What transfers

      Both roles lean on social, judgement, cognitive — that is the part of your experience that travels intact. The real divide is manual: Occupational Therapists score 88 there against 42 for Speech-Language Pathologists, a 46-point spread. That is the gap you would actually have to close.

      DIMENSIONOCCUPATIONAL THERAPISTSPEECH-LANGUAGE PATHOLOGIST
      Manual8842
      Switching between them
      LowDIFFICULTY

      Occupational Therapist appears in our dataset as a mapped adjacent career for Speech-Language Pathologists: the move lowers exposure by 5 points, landing at 26%. Switch difficulty reads low — capability profiles are 19 points apart on average and both sit in the same family.

      Score your own exposure in 8 questions →

      Common questions.

      Is Occupational Therapist or Speech-Language Pathologist more at risk from AI?

      Speech-Language Pathologist. It scores 31% time-weighted AI exposure against 26% for Occupational Therapist — a 5-point gap. 0% of speech-language pathologist work time is already fully substitutable by current models, versus 0% for Occupational Therapists.

      Which pays more, Occupational Therapist or Speech-Language Pathologist?

      Occupational Therapist, by roughly $2k at the median ($92k versus $90k). 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 occupational therapist switch to being a speech-language pathologist?

      Occupational Therapist appears in our dataset as a mapped adjacent career for Speech-Language Pathologists: the move lowers exposure by 5 points, landing at 26%. Switch difficulty reads low — capability profiles are 19 points apart on average and both sit in the same family.

      Which role is growing faster, Occupational Therapist or Speech-Language Pathologist?

      Speech-Language Pathologist, at 19% projected ten-year growth versus 12% — a 7-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.