← Risk register SOC 39-3091 · reviewed 2026-08-11

Amusement and Recreation Attendants

397,830 US workers · median $32,150/yr · Personal Care

EXPOSED

The core of this job — fastening ride restraints, checking rider height, handing out skates and clubs, sweeping the midway, breaking up horseplay in a pool queue — is embodied work in a crowded, unpredictable environment that today's robotics cannot touch. What is disappearing is the transactional half: ticket booths, wristband sales, equipment checkout logs, and reservation phone calls are already being absorbed by kiosks, QR scanning, and app-based booking, which is why headcount per venue keeps drifting down. No license protects the role and pay is near minimum wage, so operators cut positions the moment a turnstile or self-serve rental locker can cover them.

10-year outlook: The job persists because someone has to physically check the harness and pull the e-stop, but the ticketing and rental side keeps thinning, so expect fewer attendants per venue with the survivors concentrated in safety-critical ride and aquatic positions.

Score — 47/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 13 + 16 + 3 + 8 + 7 = 47.

Task resistance 13/20

Mixed — a routine tier and a judgment tier. At 13 the split is real: physically latching a lap bar, spotting a kid who unbuckled mid-queue, and clearing a jammed bowling pinsetter resist automation entirely, but ticket sales, wristband issuance, rental checkout, and party booking — often a third or more of a shift — already run through kiosks and apps, which keeps this out of the 14-plus band.

Embodiment 16/20

Hands-on in uncontrolled environments. 16 reflects a shift spent on your feet in weather, noise, and crowds — walking the load platform, hauling go-kart tires, chest-deep in a pool to reset lane lines, mopping a slide runout — in a space full of moving machinery and unpredictable children rather than a fixed workcell.

Liability shield 3/20

No licence, no signature requirement. 3 is right because no state licenses ride attendants; lifeguard or CPR cards and operator-specific ride certifications are employer requirements, not statutory ones, and when a restraint fails the state ride inspector and the operator's insurer answer for it, not the person who pushed the dispatch button.

Trust premium 8/20

Some relationship component. 8 covers the fact that regulars at a bowling alley or skating rink know their counter staff and birthday-party hosts get requested by name, but the ride you queue for is chosen for the ride — no guest picks a park because of which attendant is on the gate.

Judgment & accountability 7/20

Meaningful discretion. 7 sits just into discretion because most of the day is checklist work — height sticks, restraint pull-tests, cycle counts — yet you personally call whether to refuse a rider, e-stop the ride, or pull an intoxicated guest, decisions made in seconds with a supervisor's radio backup rather than sole ownership.

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

Tasks already automatable

What survives

Active moats: embodiment, physical-presence

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.