← Risk register SOC 53-6031 · reviewed 2026-08-11

Automotive and Watercraft Service Attendants

102,010 US workers · median $35,670/yr · Transportation

EXPOSED

Pumping fuel, checking oil and tire pressure, washing windshields, and hooking up boats at a marina dock are physical tasks in wet, cluttered, weather-exposed settings — language models cannot touch them and fueling robotics remain a novelty. The real threat is not AI but self-service, kiosk payment, and automated car washes, which already erased most of this occupation outside New Jersey, Oregon, and full-service marinas. What remains automatable now is the register work: transactions, receipts, loyalty signups, inventory logs, and shift paperwork.

10-year outlook: Headcount keeps eroding as self-service and automated washes spread, but the surviving jobs concentrate in marinas and full-service detailing where hands on hulls and engines still get paid.

Score — 41/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 13 + 16 + 2 + 6 + 4 = 41.

Task resistance 13/20

Mixed — a routine tier and a judgment tier. Sitting at 13 rather than higher because the physical half — dragging a fuel hose to a boat gunwale, topping off washer fluid, mounting a wiper blade — has no software substitute, but the other half of your shift (ringing up sales, running card readers, logging tank dips, filling out shift reconciliation) is already handled by kiosks and POS systems in most states.

Embodiment 16/20

Hands-on in uncontrolled environments. A 16 reflects a dock or forecourt that is never the same twice: fueling on a rocking boat, kneeling on wet pavement to read a tire gauge in February, hoisting an outboard, moving vehicles through a wash bay — uncontrolled surfaces and moving hulls are precisely where robotics still fails, though the fixed pump island keeps it below the 18-20 of field repair work.

Liability shield 2/20

No licence, no signature requirement. At 2 there is no licence gating this job — no state credential to pump gas or launch a watercraft — and where a hazmat or fuel-handling certificate exists, it belongs to the station operator or marina under EPA/OSHA rules, not to you personally, so nothing in law says a human must hold the nozzle except New Jersey's and Oregon's attendant statutes, which are policy, not licensure.

Trust premium 6/20

Some relationship component. A 6 covers the real but shallow relationship: marina regulars ask for you by name and slip-holders tip attendants who remember their boat and fuel type, but the majority of interactions are a 90-second transaction with a stranger who chose the station for its price and location.

Judgment & accountability 4/20

Executes defined procedures on defined inputs. A 4 is right because the decisions are bounded and procedural — which grade the customer asked for, whether to stop fueling on a spill, when to call the manager about a bad card — with spill response, static rules, and grounding steps written in the site's operating manual rather than left to your call.

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.

Watch and Clock Repairers EXPOSED · 60/100 · you already have ~79% of the skill profile

Skills to close: Repairing, Operations Analysis, Troubleshooting

Home Appliance Repairers SAFE · 67/100 · you already have ~79% of the skill profile

Skills to close: Troubleshooting, Installation, Quality Control Analysis, Repairing

Motorboat Mechanics and Service Technicians SAFE · 67/100 · you already have ~74% of the skill profile

Skills to close: Troubleshooting, Repairing, Equipment Maintenance, Operations Monitoring

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.