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

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. Includes electrolytic processes.

U.S. Workers

31,510

Median Salary

$41,600

10-Year Growth

-13.6%

Annual Openings

2,500

Typical entry: High school diploma or equivalent

Minimal RiskImminent Risk78%HIGH

38 of 38 tasks have some AI capability

Exposure Trend

Mar78.04%Apr78.04%May78.04%Jun78.04%

This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.

Fully Automatable (21)

AI could handle these end-to-end

Immerse workpieces in coating solutions or liquid metal or plastic for specified times.

AI: Fully automatable - Immersion processes in plating and dip-coating are routinely automated with timed conveyors, PLCs, and AI monitoring and can be fully controlled by automation.

imp: 4.7

Adjust dials to regulate flow of current and voltage supplied to terminals to control plating processes.

AI: Fully automatable - Regulating current and voltage for plating is typically handled by automated control systems and PLCs, and AI-assisted controls can fully perform this task in modern plants.

imp: 4.5

Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.

AI: Fully automatable - AI-powered machine vision systems can reliably detect surface defects like air bubbles and uneven coverage on plated/coated parts.

imp: 4.5

Maintain production records.

AI: Fully automatable - Manufacturing execution systems and sensors routinely log production data automatically into records and databases.

imp: 4.4

Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.

AI: Fully automatable - Sensorized gauges, closed-loop control systems, and anomaly-detection algorithms can monitor instruments and automatically adjust or stop machines in real time.

imp: 4.4

Determine sizes and compositions of objects to be plated, and amounts of electrical current and time required.

AI: Fully automatable - Software can compute required current and plating time from measured dimensions and material composition, and sensors/databases can provide size and composition automatically.

imp: 4.2

Test machinery to ensure that it is operating properly.

AI: Fully automatable - Automated test routines, embedded sensors, and diagnostic systems can verify machinery operation and trigger maintenance actions or shutdowns without manual testing.

imp: 4.2

Measure or weigh materials, using rulers, calculators, and scales.

AI: Fully automatable - By 2025 sensors, machine vision and weighing systems integrated with software can fully automate measuring and weighing tasks reliably.

imp: 4.2

Examine completed objects to determine thicknesses of metal deposits, or measure thicknesses by using instruments such as micrometers.

AI: Fully automatable - Non‑destructive thickness gauges and automated measurement systems (e.g., XRF and contactless sensors) enable automated measurement of metal deposit thicknesses.

imp: 4.1

Immerse objects to be coated or plated into cleaning solutions, or spray objects with conductive solutions to prepare them for plating.

AI: Fully automatable - Automated washers, conveyorized immersion systems and robotic sprayers are commonly used and can fully perform cleaning and conductive pretreatment.

imp: 4.1

Read production schedules to determine setups of equipment and machines.

AI: Fully automatable - Software and AI can read production schedules and automatically determine and trigger equipment setups and changeovers.

imp: 4.1

Adjust controls to set temperatures of coating substances and speeds of machines and equipment.

AI: Fully automatable - Control systems and AI closed-loop controllers can fully set and adjust temperatures and machine speeds automatically.

imp: 4.0

Rinse coated objects in cleansing liquids and dry them with cloths, centrifugal driers, or by tumbling in sawdust-filled barrels.

AI: Fully automatable - Automated rinsing and drying equipment (washers, centrifugal driers, tumble systems) can perform these steps without human intervention in typical production lines.

imp: 4.0

Position and feed materials into processing machines, by hand or by using automated equipment.

AI: Fully automatable - Feeding and positioning is widely automated with feeders, conveyors and robotic systems and can be fully handled by automation in most modern plants.

imp: 3.9

Spray coating in specified patterns according to instructions.

AI: Fully automatable - Robotic spray-coating with vision-guided systems is a mature technology capable of applying specified patterns reliably in industrial settings.

imp: 3.8

Plate small objects, such as nuts or bolts, using motor-driven barrels.

AI: Fully automatable - Barrel plating of small parts is commonly automated with motor-driven barrels, feeders, and part-handling systems that can run without continuous human intervention.

imp: 3.7

Clean workpieces, using wire brushes.

AI: Fully automatable - Automated brushing stations and end‑of‑arm tools can reliably perform wire‑brush cleaning for many production workflows.

imp: 3.6

Mix and test solutions, and turn valves to fill tanks with solutions.

AI: Fully automatable - Dosing systems, sensors, and actuated valves allow automated mixing and filling with inline testing and control loops that can replace manual mixing in many plants.

imp: 3.6

Place plated or coated materials on racks and transfer them to ovens to dry for specified periods of time.

AI: Fully automatable - Rack loading and transfer to ovens are highly repetitive material‑handling tasks that are readily automated with conveyors, robots, and timed controls.

imp: 3.6

Preheat workpieces in ovens.

AI: Fully automatable - Preheating workpieces in ovens is highly automatable using conveyors, robotic loaders, and PLC controls and is routinely done without continuous human presence.

imp: 2.9

Cut metal or other materials, using shears or band saws.

AI: Fully automatable - Cutting metal with shears, band saws or CNC cutting machines is widely automated today with programmed equipment and automated material handling.

imp: 2.9

Human in the Loop (17)

AI could assist, human oversight required

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.

AI: Partial - Setting up and tending plating machines involves complex physical manipulation, chemical handling, and safety judgments that currently require human oversight even where robots handle routine tasks.

imp: 4.4

Remove objects from solutions at periodic intervals and observe objects to verify conformance to specifications.

AI: Partial - Robotic handlers can remove parts at programmed intervals, but delicate handling and final conformance judgments often still need human intervention.

imp: 4.4

Remove excess materials or impurities from objects, using air hoses or grinding machines.

AI: Partial - Automated deburring and blow-off systems exist, but variable impurity removal and nuanced grinding operations often still require human skill and judgment.

imp: 4.2

Measure, mark, and mask areas to be excluded from plating.

AI: Partial - Vision-guided robots and automated masking systems can handle many cases but complex or irregular parts still require human judgment and manual masking.

imp: 4.2

Suspend objects, such as parts or molds from cathode rods, or negative terminals, and immerse objects in plating solutions.

AI: Partial - Automated racking and hoist systems can do many hanging/immersion operations, but variable part geometry and fixturing still often require human intervention.

imp: 4.1

Suspend sticks or pieces of plating metal from anodes, or positive terminals, and immerse metal in plating solutions.

AI: Partial - Placing and suspending anodes can be automated in standardized lines, but variability and safety constraints mean many shops still rely on humans for some steps.

imp: 4.1

Monitor and measure thicknesses of electroplating on component parts to verify conformance to specifications, using micrometers.

AI: Partial - Automated non-contact thickness gauges and inline metrology can automate monitoring, but the specific micrometer-based manual measurement is only partially automatable without retooling.

imp: 4.0

Operate hoists to place workpieces onto machine feed carriages or spindles.

AI: Partial - Hoist operation can be automated in many facilities, but safe placement onto varied carriages or spindles often still needs human oversight or intervention.

imp: 3.9

Position objects to be plated in frames, or suspend them from positive or negative terminals of power supplies.

AI: Partial - Fine manipulation to place varied small parts for plating can be handled by robots in controlled setups but often still requires human fixturing or oversight in real-world, variable jobs.

imp: 3.9

Operate sandblasting equipment to roughen and clean surfaces of workpieces.

AI: Partial - Automated sandblasting cells exist and AI can control them, but setup, part handling, and adaptation to different geometries/safety concerns mean only partial automation is typical by 2025.

imp: 3.8

Clean and maintain equipment, using water hoses and scrapers.

AI: Partial - Basic wash/clean routines can be automated, but unpredictable maintenance cleaning using hoses and scrapers in varied environments still requires human work and judgment.

imp: 3.7

Replace worn parts and adjust equipment components, using hand tools.

AI: Partial - Routine parts replacement and simple adjustments can be assisted or partly automated, but troubleshooting and dexterous maintenance with hand tools still largely require humans.

imp: 3.6

Measure and set stops, rolls, brushes, and guides on automatic feeders and conveying equipment or coating machines, using micrometers, rules, and hand tools.

AI: Partial - Automated measurement and some self‑calibration exist, but precise setup and adjustments using manual gauges and tools typically need human judgment and fine mechanical work.

imp: 3.5

Position containers to receive parts, and load or unload materials in containers, using dollies or handtrucks.

AI: Partial - Moving and loading containers can be automated in structured settings with AMRs and manipulators, but variability in part shapes, tight spaces, and ad-hoc handling still require human involvement in many workplaces.

imp: 3.5

Attach nozzles, position guns, connect hoses, and thread wire to set up metal-spraying machines.

AI: Partial - Attaching nozzles, positioning guns, connecting hoses and threading wire can be done by specialized fixtures and robots in repeatable setups, but the dexterity and variability of setups limit full automation in general.

imp: 3.4

Perform equipment maintenance, such as cleaning tanks and lubricating moving parts of conveyors.

AI: Partial - Routine cleaning and lubrication can be partially automated with cleaning systems and service robots, but comprehensive maintenance often needs human inspection, access, and judgement.

imp: 3.4

Install gears and holding devices on conveyor equipment.

AI: Partial - Installing gears and holding devices can be automated for standardized assemblies with industrial robots and jigs, but the alignment, fixturing and variability of conveyor work usually keep humans involved.

imp: 3.1

Skills for this role (35)

Operation MonitoringCoreOperation and ControlCoreActive ListeningCoreMonitoringCoreReading ComprehensionCoreCoordinationCoreSpeakingCoreTime ManagementCoreCritical ThinkingCoreQuality Control AnalysisCore
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