← Risk register SOC 51-4193 · reviewed 2026-08-11

Plating Machine Setters, Operators, and Tenders, Metal and Plastic

32,410 US workers · median $43,960/yr · Production

EXPOSED

The work is hands-on: racking and unracking parts, mixing and titrating bath chemistry, hanging anodes, adjusting rectifier current, pulling parts for thickness and adhesion checks, and cleaning tanks and filters — none of which language models touch. The real threat is not AI but conventional automation: fully automated hoist lines with in-line bath analyzers and closed-loop current control already run with fewer tenders, and AI-assisted process monitoring accelerates that trend. Judgment exists (diagnosing burnt deposits, pitting, poor coverage) but sits with a thin senior tier; the modal tender loads, monitors, and inspects.

10-year outlook: Employment keeps grinding down as automated barrel and hoist lines consolidate work into fewer, larger job shops, but the surviving jobs shift toward chemistry control, wastewater compliance, and line maintenance rather than disappearing.

Score — 40/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 12 + 15 + 3 + 3 + 7 = 40.

Task resistance 12/20

Mixed — a routine tier and a judgment tier. Racking geometry for odd parts, Hull cell tests, and hand-touchup of blistered areas still need a person on the line, but automated hoist programming, in-line X-ray fluorescence thickness gauges, and closed-loop rectifier control have already absorbed the plating cycle itself — that split of manual setup against automated running is what puts it at 12 rather than 16.

Embodiment 15/20

Hands-on in uncontrolled environments. You are lifting racks and barrels over hot acid and cyanide tanks, in a respirator or face shield, handling chromic acid and caustic strip solutions in a fume-hooded bay where floors are wet and slippery — 15 rather than 18 because it is a fixed indoor plant, not weather or confined-space work.

Liability shield 3/20

No licence, no signature requirement. No licence gates the job; RCRA hazardous-waste handling and OSHA hexavalent-chromium exposure limits bind the facility and its EHS manager, and the plating-line supervisor signs off on the wastewater discharge logs, not the tender who filled them out.

Trust premium 3/20

Anonymous artifact production. Plated parts leave the shop as a lot number with a certificate of conformance to an ASTM or Mil-spec thickness; the customer's buyer never learns which operator racked them, and the shop is switchable on price and turnaround.

Judgment & accountability 7/20

Meaningful discretion. Reading a burnt deposit as too much current versus low metal concentration, or deciding whether a hazy nickel batch gets stripped and rerun, is real diagnostic discretion — but the bath is run to a written control chart with addition rates specified by the vendor's tech sheet, and the escalation goes to the plating chemist, which keeps it at 7.

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.

Riggers SAFE · 70/100 · you already have ~74% of the skill profile

Skills to close: Installation, Equipment Selection, Active Learning, Repairing

Rail-Track Laying and Maintenance Equipment Operators EXPOSED · 63/100 · you already have ~72% of the skill profile

Skills to close: Equipment Maintenance, Repairing, Troubleshooting, Operation and Control

Outdoor Power Equipment and Other Small Engine Mechanics EXPOSED · 57/100 · you already have ~71% of the skill profile

Skills to close: Repairing, Equipment Maintenance, Troubleshooting, Equipment Selection

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.