← 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.

US employment, 2019–2025-22.5%
41,81032,410 workers

This fall is concentrated in 2020 and has not recovered since.

Median pay $33,500 → $43,960 +5.0% in real terms (nominal +31.2%, less ~25% US inflation over the period)

The job count is not the verdict

This line is counted by the Bureau of Labor Statistics — the one figure on this page that isn't a judgement of ours. Headcount moves on demand, offshoring, demographics and the business cycle, and automation is one term among several, often not the loudest.

So a falling line is not evidence that AI did it, and a rising one is not evidence that it won't. Both happen in this register: some occupations resist automation and shrink anyway, others are highly automatable and keep growing. The marked year is 2020.

BLS projection, 2024–2034

-13.6% 31,700 → 27,400 on the projections basis

Exposed, and shrinking

Both signals point the same way: the tasks are largely automatable and the BLS projects -13.6% by 2034. This is the case where the score and the forecast agree, and it is the one worth taking seriously.

Different clocks. The score is what current AI could do to this work today. The projection is how many of these jobs will exist in 2034. Everything between the two — how fast employers actually adopt, whether demand grows in the meantime — is why they can point opposite ways without either being wrong.

~2,500 openings a year on average, including replacing people who leave.

One email if this score changes. Watch as many occupations as you like from the same address — no account, and nothing is sent on a schedule, only when a verdict actually moves.

Also known as — 24 job titles this covers

Titles reported by people doing this work, from the US Department of Labor's O*NET survey. If your job title is here, this page is about your work even though the name doesn't match.

CoaterPlaterRackerAnodizerUnrackerLacquererMetalizerGalvanizerTin PlaterGold PlaterImpregnatorLock PlaterTube CoaterZinc PlaterMetal CoaterMetal PlaterPlate FormerShell PlaterBarrel PlaterBronze PlaterChrome PlaterChrome WorkerCopper PlaterElectroformer

Score — 40/100 resistance

Holding it up: embodiment (15/20). Weakest point: trust premium (3/20).

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. · Scored 2026-08-11, and re-examined when evidence accumulates rather than on a schedule.

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

What this job involves — and which parts are yours

The verdict above describes this occupation as a whole. Almost nobody does the typical version of a job — tick what's actually in your week and see how your own mix sits.

AI already does these at usable quality

These still need a person

Active moats on the surviving side: embodiment, physical-presence

How to future-proof this job

Training paths for your skill gaps: Apprenticeship.gov — electrical, HVAC, plumbing and fitting programs that pay while you learn paid to train · Coursera — engineering and procurement courses, auditable without paying free to audit · MIT OpenCourseWare — full course materials across every department, free free · Apprenticeship.gov — paid, employer-sponsored trade apprenticeships, searchable by trade and ZIP paid to train · Apprenticeship.gov — industrial maintenance and millwright programs paid to train · MIT OpenCourseWare — circuits, systems and diagnostic method, free and ungated free · OSHA Outreach Training — the 10- and 30-hour cards most employers ask for low

All 35 skills ranked by how many jobs they open →

Where this experience transfers — occupations you could move toward

Computed from U.S. Dept. of Labor O*NET skill and knowledge profiles: high overlap with what you already do, a materially higher resistance score, no large jump in required training, and no licence you would have to start a new pipeline to get. Targets that pay meaningfully less, that are themselves COOKED, or whose own headcount is falling are excluded — a move into a shrinking trade is not an escape.

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

What would move this back up — beyond any one person

The moves above are yours to make. This is the other half: what would have to change in the world for the occupation itself to score higher. None of it is in any one person's gift, but it is where the floor actually comes from. Scores here are not a one-way ratchet. Only two of the five dimensions — task resistance and embodiment — track what machines can do. The other three track law, what buyers will pay for, and who is answerable, and those move in both directions, often in response to the same pressure AI creates. If every lever below landed, this occupation would score around 56/100, still EXPOSED.

4 specific changes that would raise this score
  • already happening task resistance +4

    Task-mix shift: as automated hoist lines with in-line analyzers absorb racking and titration, the surviving headcount concentrates in the senior troubleshooting tier — diagnosing burnt deposits, pitting, poor throwing power, contamination from drag-in, rectifier ripple. This raises per-worker task resistance while cutting total jobs. Watchable signal: shops posting only 'plating process technician / line supervisor' rather than 'tender' openings.

  • plausible liability shield +5

    Aerospace/defense quality regimes escalating from process approval to named-individual sign-off: Nadcap AC7108 chemical-processing audits already require a designated qualified operator for each special process, and if prime contractors (or an AS9100 revision) require a named certified plating operator to personally attest to each lot's process parameters — with DFARS/ITAR consequences for falsification — the role acquires a real signature. Also watch FAA/EASA repair-station rules on hard-chrome landing-gear overhaul.

  • plausible judgment accountability +4

    Formal certification of the diagnostic tier — e.g. NASF/AESF Certified Electroplater-Finisher status becoming a customer-specified requirement in automotive and medical-device supply contracts, so that accept/reject and bath-dump calls on safety-critical parts are documented decisions owned by a named person rather than a line reading.

  • plausible embodiment +3

    Tightening of hexavalent-chromium and cyanide-bath handling rules (OSHA 1910.1026 Cr(VI) enforcement, EPA chromium electroplating NESHAP revisions) that mandate manual containment, wet-scrubber inspection and confined-space tank entry procedures performed by a trained human keeps irreducible physical work in the role; likewise PFAS fume-suppressant phaseouts forcing bath reformulation and hands-on requalification of every line.

The limit. No realistic route to trust_premium: plating is an invisible intermediate process specified by drawing and bought on thickness, adhesion and price — no buyer will pay extra because a human tended the tank. Also note the binding constraint here is conventional line automation and offshoring of finishing work, which the liability and judgment levers concentrate rather than reverse: they can raise the score of the remaining job while the headcount still falls.

These are conditions, not forecasts — what would have to happen, not what will. Specific rules, cases and bills are named so you can go and check whether they exist and where they stand; verify before relying on any of them. Nothing here is legal or financial advice.

Where this work is, and what it pays there

BLS metro figures for 104 areas. The verdict above does not change by city — the rubric judges what the work involves, not where it happens — but pay and headcount do, and the national median hides a very wide range.

Most of these jobs

Los Angeles-Long Beach-Anaheim, CA 3,160 $46,420 +6%
Chicago-Naperville-Elgin, IL-IN 1,870 $38,830 -12%
Detroit-Warren-Dearborn, MI 1,620 $37,820 -14%
Houston-Pasadena-The Woodlands, TX 880 $38,880 -12%
Grand Rapids-Wyoming-Kentwood, MI 780 $36,960 -16%
San Jose-Sunnyvale-Santa Clara, CA 600 $50,870 +16%
Cleveland, OH 570 $47,440 +8%
New York-Newark-Jersey City, NY-NJ 560 $44,880 +2%

Best paid

Ogden, UT 60 $70,490 +60%
Oklahoma City, OK 90 $65,040 +48%
Omaha, NE-IA 40 $61,880 +41%

Percentages are against this occupation's national median of $43,960. Counts are jobs in that metro, not vacancies. Metros where the BLS suppressed the cell are absent rather than shown as zero.

Who is actually doing this — nobody, on the record

We have no reported case of a named organisation automating this occupation. Not one deployment, not one announcement.

That is worth saying out loud next to a score of 40. The verdict above is about what the work exposes — what current AI could do to these tasks. It is not a claim that anyone has done it. For this occupation those two things have come apart completely: the capability argument is on this page, and the evidence column is empty.

Read that as a gap in the reporting we can see, not proof of absence — the dispatch runs on English-language feeds and misses plenty. If you know of a case, tell us, or add a field report from inside the job.

Quick take — do you do this job?

Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

Field reports — what people say has changed

No field reports yet. A written account takes a paragraph rather than a tap, goes to an editor before it appears, and is the one thing on this page the rubric cannot produce on its own.

File a field report

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.

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