← Risk register SOC 53-3011 · reviewed 2026-08-11

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

12,630 US workers · median $35,450/yr · Transportation

EXPOSED

The core of this job — driving a rig through live traffic, lifting and securing patients onto stretchers, loading gurneys, cleaning and restocking the vehicle — is physical work in uncontrolled settings that today's robotics cannot touch. What AI can absorb is the thin paperwork layer: trip logs, dispatch routing, billing forms, and mileage records. The real pressure on this occupation isn't AI at all; it's regulatory and market drift toward requiring EMT certification for anyone in the patient compartment, which has been shrinking the non-EMT headcount for years.

10-year outlook: The driving and lifting will still need a human in 10 years, but the non-EMT title keeps shrinking as employers require certification, so the safest path is credentialing up rather than staying in the driver-only role.

Score — 50/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 15 + 18 + 4 + 8 + 5 = 50.

Task resistance 15/20

Tasks largely resist digitisation. Backing a rig into a nursing-home portico, two-person draw-sheet transfers off a bed, strapping a bariatric patient to a stair chair, and decontaminating a compartment after a GI bleed are not tasks a model performs — only the trip sheet, the mileage log and the route choice are automatable, which is why this sits at 15 rather than 18: dispatch routing and non-emergency scheduling really have moved to software.

Embodiment 18/20

Hands-on in uncontrolled environments. Every shift is spent outside a controlled space — ice on a driveway, a third-floor walkup with no elevator, a highway shoulder with traffic passing at 60 — and the lifting is unpredictable dead weight, not palletized loads, which is why this is 18 rather than a warehouse-floor 12.

Liability shield 4/20

No licence, no signature requirement. Most states license the vehicle and the service, not you; a CPR card, a clean MVR and often just a chauffeur's or ambulance driver's endorsement is the entry bar, and when something goes wrong it's the EMT, the medical director, or the service's certificate that's exposed — the 4 reflects that a driving endorsement is a real credential, just not a personal practice licence.

Trust premium 8/20

Some relationship component. Repeat non-emergency runs mean dialysis and hospice patients learn your name and ask for you, and facility staff route work to drivers who don't damage doorframes — but the dispatch assigns the unit, not the customer, so the relationship is a courtesy layer rather than the product, hence 8.

Judgment & accountability 5/20

Executes defined procedures on defined inputs. Your calls are lights-and-siren policy, route, and when to stop and get help lifting — all bounded by service protocol, state traffic law, and the fact that clinical decisions in the box belong to the certified attendant; a 5 reflects genuine split-second driving judgment inside a very tight procedural box.

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

Tasks already automatable

What survives

Active moats: embodiment, physical-presence

How to future-proof this job

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Bus Drivers, School SAFE · 71/100 · you already have ~63% of the skill profile

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.