← Risk register SOC 29-1215 · reviewed 2026-08-11

Family Medicine Physicians

107,510 US workers · median $244,180/yr · Healthcare

SAFE

The documentation half of family medicine — visit notes, prior-auth letters, referral summaries, coding, patient-portal message drafts, guideline lookup — is already being absorbed by ambient scribes and clinical decision support, and that is real relief rather than real displacement. What remains is the part that pays: laying hands on a patient, examining an ear or an abdomen, doing skin biopsies and joint injections, deciding which of six vague complaints in a 15-minute slot is the dangerous one, and signing the prescription under a license you personally answer for. Longitudinal relationships with families over decades are the product, not a wrapper around it.

10-year outlook: By 2035 the paperwork burden shrinks sharply and AI handles much of the low-acuity triage, but demand for licensed family physicians who examine, prescribe, and take responsibility outstrips supply.

Score — 84/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 13 + 15 + 20 + 18 + 18 = 84.

Task resistance 13/20

Mixed — a routine tier and a judgment tier. Differential diagnosis from an undifferentiated complaint — the 15-minute slot that opens with 'I'm just tired' and has to end with a decision about whether this is anemia, depression, or occult malignancy — resists automation, but a genuinely large share of the workday is chart review, refill authorization, guideline-driven screening intervals, USPSTF-conformant health maintenance, and inbox triage that algorithms handle competently, which is what puts this at 13 rather than 17.

Embodiment 15/20

Hands-on in uncontrolled environments. Otoscopy, abdominal palpation, pelvic and prostate exams, punch biopsies, cryotherapy, IUD insertion, joint injections and casting all require a physician's hands on a body in an exam room, but this is a controlled clinical environment with staff, equipment, and no roof to climb — hence 15 rather than the 19 of a wildland paramedic.

Liability shield 20/20

Licensed human required and personally liable. State medical licensure, DEA registration for controlled substances, and board certification are hard legal gates; the prescription and the note carry your NPI, malpractice exposure attaches personally under state standard-of-care law, and no software can be the physician of record — this is the definitional 20.

Trust premium 18/20

The human relationship is the product. Continuity is the clinical instrument: knowing that this patient's blood pressure is only high in your office, that this family does not vaccinate and why, that a stoic 60-year-old farmer describing 'indigestion' means something serious — panel loyalty over decades is why patients follow you when you change practices, and only the fact that urgent-care and locum family medicine is genuinely transactional keeps it off 20.

Judgment & accountability 18/20

Exists to be accountable for ambiguous calls. You decide alone whether chest pain goes to the ED or home with a follow-up, whether to taper a long-term opioid patient, whether a child's fever justifies a lumbar puncture, and whether to file a mandated abuse report — high-stakes calls made on incomplete data with no specialist in the room, though referral to cardiology or surgery does distribute the hardest decisions, which is why 18 not 20.

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

Tasks already automatable

What survives

Active moats: embodiment, licensure, trust, judgment

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.