← Risk register SOC 29-1211 · reviewed 2026-08-11

Anesthesiologists

38,760 US workers · median $391,490/yr · Healthcare

SAFE

The core work is physical and unforgiving: intubating airways, placing central lines and epidurals, titrating agents minute-by-minute against a bleeding, hypotensive, unpredictable patient. Closed-loop sedation algorithms and monitoring alarms already exist and will keep improving, but a licensed physician must be present and personally liable for induction, crisis rescue, and extubation. The automatable slice is documentation, pre-op risk stratification from chart data, and dosing suggestions — real efficiency gains, not job replacement.

10-year outlook: Automated monitoring and dosing assistants will absorb documentation and routine titration, and care-team staffing models will keep pressuring physician-to-case ratios, but the procedural and crisis-accountability core stays human through the 2030s.

Score — 89/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 17 + 19 + 20 + 14 + 19 = 89.

Task resistance 17/20

Tasks largely resist digitisation. At 17 rather than 20, the genuinely digitisable slice is real — ASA physical status scoring from chart data, pre-op checklists, and automated anesthesia record charting are already shipping — but airway rescue on a Mallampati IV patient, awake fiberoptic intubation, and hand-titrating pressors through a hemorrhage are not tasks a model can do, and closed-loop propofol systems like McSleepy still require a physician at the head of the bed.

Embodiment 19/20

Hands-on in uncontrolled environments. A 19 reflects that nearly every minute is physical and in an uncontrolled field: laryngoscopy in a patient whose neck won't extend, ultrasound-guided internal jugular access, loss-of-resistance for an epidural in a laboring patient who is moving, plus trauma bays, OB suites, and out-of-OR sedation in radiology where the equipment and lighting are whatever you find.

Liability shield 20/20

Licensed human required and personally liable. 20 is the ceiling because you hold an unrestricted state medical licence and ABA board certification, sign the anesthesia record yourself, and wrongful-death and anoxic-brain-injury claims name you personally — this is the specialty that rebuilt its own malpractice profile through the ASA Closed Claims Project precisely because the physician, not the device, is the defendant.

Trust premium 14/20

The human relationship is the product. 14 rather than 18 because the pre-op consent conversation and the promise that you will not let the patient wake up mid-case carry real weight, but most patients meet you twenty minutes before induction, never see you again, and cannot name you afterward — the durable relationship is with the surgeon who requests you for their difficult cases.

Judgment & accountability 19/20

Exists to be accountable for ambiguous calls. 19 because the calls are yours alone and made in seconds: cancel the case for an unexplained troponin, convert to general when the block fails at incision, declare a can't-intubate-can't-ventilate emergency and cut the neck, decide whether a hypotensive patient on a MAOI gets ephedrine or phenylephrine — no protocol resolves these and there is no time to consult upward.

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

Tasks already automatable

What survives

Active moats: embodiment, licensure, liability, 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.