← Risk register SOC 31-2011 · reviewed 2026-08-11

Occupational Therapy Assistants

51,290 US workers · median $72,300/yr · Healthcare Support

SAFE

The core of this job is physically guiding patients through therapeutic exercises, transfers, ADL retraining, and adaptive-equipment fitting in homes, SNFs, and clinics — work robotics cannot touch and language models cannot substitute for. AI will absorb the documentation layer: progress notes, billing codes, exercise handouts, and productivity tracking. Judgment is capped because the OT owns the plan of care and the evaluation; the assistant executes and reports back, which is why this scores solid-safe rather than top-tier.

10-year outlook: Demand keeps rising with the aging population and the job stays hands-on; expect documentation load to shrink and caseload-per-day expectations to rise as a result.

Score — 68/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 14 + 18 + 12 + 15 + 9 = 68.

Task resistance 14/20

Tasks largely resist digitisation. Hand-over-hand cueing during a sit-to-stand, splint fabrication and heat-moldable thermoplastic fitting, grading resistance mid-exercise when a patient's tone spikes — these are the billable minutes, and none of them survive being turned into a screen prompt; the 14 rather than 18 reflects that a real slice of your shift is SOAP notes, CPT unit math, and home-program handouts that software will write for you.

Embodiment 18/20

Hands-on in uncontrolled environments. You work on the floor of a SNF room, in a patient's own cluttered bathroom, and in a hand clinic — transferring a hemiplegic patient with a gait belt, guarding during tub transfers, positioning a contracted wrist — uncontrolled spaces with unpredictable bodies, which is why this sits at 18 and not lower.

Liability shield 12/20

Licensed human required and personally liable. Nearly every state licenses or certifies OTAs (NBCOT COTA credential, state license with supervision requirements written into the practice act), and you can be disciplined for practicing beyond the plan of care — but the 12 rather than 17 is because the supervising OT signs the evaluation, the plan, and the discharge, so the ultimate professional exposure is not yours.

Trust premium 15/20

The human relationship is the product. Patients see you three to five times a week for weeks while the OT sees them at eval and recert, so the rapport that makes someone attempt a transfer they're afraid of is yours specifically; capped at 15 because referral flow comes from the facility and physician, not from patients choosing you by name.

Judgment & accountability 9/20

Meaningful discretion. You decide in the moment whether to downgrade an activity, stop for pain, or hold treatment and call the nurse — genuine clinical discretion — but the frequency, duration, goals, and modalities are set by the OT's plan of care, and changing them is outside your scope, which is exactly what holds this to 9.

Confidence: high · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, licensure, trust

How to future-proof this job

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.