← Risk register SOC 29-1299 · reviewed 2026-08-11

Healthcare Diagnosing or Treating Practitioners, All Other

28,630 US workers · median $115,210/yr · Healthcare

SAFE

This catch-all bucket covers licensed diagnosing/treating clinicians who don't fit the named titles — naturopathic physicians, hyperbaric specialists, kinesiotherapists, orthoptists, cardiovascular perfusion and similar hands-on roles — and the modal worker spends most hours physically examining, treating, and monitoring patients in person. AI is already taking over the chart notes, coding, history intake, patient education handouts, and literature lookups, but it cannot palpate, position, operate a device on a live patient, or hold the license that authorizes the treatment plan. The regulatory shield is real but state-by-state and thinner than MD/RN licensure for some titles in this bucket, so it varies by specialty.

10-year outlook: By 2035 the paperwork half of this job is largely AI-drafted, but the hands-on treating half grows with an aging patient population — expect fewer clerical hours and more patient contact hours, not fewer jobs.

Score — 74/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 13 + 16 + 15 + 15 + 15 = 74.

Task resistance 13/20

Mixed — a routine tier and a judgment tier. A perfusionist running the pump during cross-clamp, an orthoptist measuring strabismus deviation with prisms on a squirming six-year-old, or a hyperbaric tech pressurizing a chamber are tasks no model performs — but the same worker's documentation, insurance pre-auth, patient handouts, and outcome-tracking spreadsheets are already being drafted by software, which is why this sits at 13 rather than 17.

Embodiment 16/20

Hands-on in uncontrolled environments. The work happens with hands on a patient in rooms that are not controlled — an OR with a bleeding field, a dive chamber at 2.4 ATA, a rehab gym floor where a kinesiotherapist bears a patient's weight during gait training — and a 16 rather than 19 reflects that some of this bucket (naturopathic consults, treatment planning) is done seated across a desk.

Liability shield 15/20

Licensed human required and personally liable. Perfusionists hold state licensure or ABCP certification and are named in surgical incident reports; naturopathic physicians are licensed to diagnose and prescribe in roughly half the states and unlicensed in the rest, and orthoptists work under ophthalmologist supervision — that patchwork is what pulls this to 15 instead of the 18-19 an MD or DDS gets.

Trust premium 15/20

The human relationship is the product. An orthoptist seeing the same amblyopia patient every three months for years, or a naturopath whose whole practice model is longer visits than a 12-minute primary care slot, means referral flow and adherence ride on the individual clinician — capped at 15 because much of the bucket receives patients by hospital assignment, not by name request.

Judgment & accountability 15/20

Exists to be accountable for ambiguous calls. A perfusionist deciding on flow rate, hemodilution, and when to warn the surgeon about rising lactate makes calls in minutes with no protocol that covers the specific patient; the 15 reflects that these are consequential but bounded by a surgeon, ophthalmologist, or physician who owns the overall case.

Confidence: medium · 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.