AI JOB RISK SCANNER
O*NET-SOC 51-4193.00 / model V11 rated-task engine

Will AI replace
Plating Machine Setters, Operators, and Tenders, Metal and Plastic?

Set up, operate, or tend plating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces. Typically, the product being coated is immersed in molten metal or an electrolytic solution.

Estimated AI task exposure
28%

Low-Moderate exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

33 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

33/100

Physical moat

45/100

Human moat

14/100

Rating coverage

100%

33 task statements / 33 rated

Highest-weighted occupation tasks

Set up, operate, or tend plating or coating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces.
Importance 86/100Relevance 92/100Frequency 83/100Weight 0.88
Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.
Importance 84/100Relevance 91/100Frequency 79/100Weight 0.86
Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.
Importance 86/100Relevance 86/100Frequency 82/100Weight 0.85
Immerse workpieces in coating solutions or liquid metal or plastic for specified times.
Importance 91/100Relevance 76/100Frequency 88/100Weight 0.85
Adjust dials to regulate flow of current and voltage supplied to terminals to control plating processes.
Importance 86/100Relevance 77/100Frequency 83/100Weight 0.82
Maintain production records.
Importance 84/100Relevance 81/100Frequency 80/100Weight 0.82
Remove objects from solutions at periodic intervals and observe objects to verify conformance to specifications.
Importance 84/100Relevance 78/100Frequency 81/100Weight 0.81
Remove excess materials or impurities from objects, using air hoses or grinding machines.
Importance 81/100Relevance 75/100Frequency 74/100Weight 0.77
Examine completed objects to determine thicknesses of metal deposits, or measure thicknesses by using instruments such as micrometers.
Importance 78/100Relevance 72/100Frequency 74/100Weight 0.75
Rinse coated objects in cleansing liquids and dry them with cloths, centrifugal driers, or by tumbling in sawdust-filled barrels.
Importance 75/100Relevance 70/100Frequency 78/100Weight 0.74

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$43,960

BLS OEWS May 2025

National employment

32,410

BLS OEWS May 2025

Projected growth

-9.7%

BLS Employment Projections 2025–2035

Average annual openings

2

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

23 points lower exposure • 85% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

23 points lower exposure • 86% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Electrical and Electronics Installers and Repairers, Transportation Equipment

5%

23 points lower exposure • 87% profile similarity

Median wage: $84,890 Growth 2025–2035: +5.4% Annual openings: 0

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

23 points lower exposure • 85% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Tank Car, Truck, and Ship Loaders

6%

22 points lower exposure • 87% profile similarity

Median wage: $58,870 Growth 2025–2035: +2.8% Annual openings: 1

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Home Appliance Repairers

5%

23 points lower exposure • 87% profile similarity

Median wage: $50,990 Growth 2025–2035: +1.9% Annual openings: 3

more physical-world work, lower AI leverage

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

      LEARN

      • basic AI literacy

      AI-PROOFING RESOURCES

      What this score does not mean

      The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

      New in V11

      Find a Safer Career Path

      High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

      EXPLORE CAREER ALTERNATIVES
      I am your guide.
      Knowledge is your strongest upgrade.