← Risk register SOC 33-2011 · reviewed 2026-08-11

Firefighters

345,990 US workers · median $59,280/yr · Protective Service

SAFE

The job is forcible entry, hose advancement, ventilation, search-and-rescue in zero-visibility smoke, vehicle extrication, and pre-hospital patient care — none of which robotics can do at cost in an uncontrolled, collapsing environment. AI genuinely eats the paperwork tier: incident reports, inspection write-ups, pre-plan documentation, dispatch triage support, and staffing schedules. Command decisions on scene — offensive vs. defensive attack, when to pull crews out — are exactly the high-stakes ambiguous calls a human is expected to own and be reviewed on.

10-year outlook: Headcount is set by municipal budgets and union staffing rules rather than technology; expect AI to strip administrative hours and expand EMS and inspection duties while the core suppression role stays human.

Score — 79/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 17 + 20 + 10 + 15 + 17 = 79.

Task resistance 17/20

Tasks largely resist digitisation. Pulling ceiling with a hook to chase fire in a void space, throwing a 24-foot ladder to a second-floor window, and dragging a 200-pound victim down a stairwell are irreducibly manual — the 17 rather than 20 reflects that pre-incident planning, hydrant/inspection data collection, and NFPA 1710 response-time analysis are genuinely being absorbed by software.

Embodiment 20/20

Hands-on in uncontrolled environments. You work in flashover-range heat on SCBA with 45 minutes of air, on pitched roofs, in confined spaces, and on highway shoulders cutting A-posts with hydraulics — there is no version of this scored below the ceiling.

Liability shield 10/20

Certification preferred, not legally required. Firefighter I/II and EMT or paramedic licensure are real credentials with real revocation risk on the patient-care side, but structural firefighting itself is performed under municipal sovereign immunity and departmental SOGs, so the personal legal exposure that puts a physician at 18 sits well below that for you.

Trust premium 15/20

The human relationship is the product. Occupants let you into their homes at 3 a.m. and hand you their children on the word of the helmet alone, and community standing built through station visits and code inspections is why bond measures and staffing levels pass — but the specific person on the nozzle is interchangeable to the caller, which is what keeps this off 19.

Judgment & accountability 17/20

Exists to be accountable for ambiguous calls. The IC deciding to go defensive on a lightweight truss roof at minute twelve, or the company officer calling a mayday and abandoning a search, owns that call in the NIOSH LODD report and the after-action review; the 17 rather than 20 accounts for RECEO-VS, two-in/two-out, and ICS giving you more structure than a surgeon or a judge gets.

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

Tasks already automatable

What survives

Active moats: embodiment, judgment, unionization

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.