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

AI can do 8% of the work Plating Machine Setters, Operators, and Tenders, Metal and Plastic do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 3 of them. Robots can technically handle 29 physical tasks. 1 still needs a person.

AI is already doing this0 · 0% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next3 · 8% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Maintain production records.4% of time
  • Determine sizes and compositions of objects to be plated, and amounts of electrical current and time required.2% of time
  • Read production schedules to determine setups of equipment and machines.2% of time

Robots can technically do this29 · 89% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • 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.Robots: purpose built settings10% of time
  • Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.Robots: purpose built settings6% of time
  • Immerse workpieces in coating solutions or liquid metal or plastic for specified times.Robots: purpose built settings6% of time
  • Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.Robots: purpose built settings6% of time
  • Position and feed materials into processing machines, by hand or by using automated equipment.Robots: purpose built settings5% of time
  • Remove objects from solutions at periodic intervals and observe objects to verify conformance to specifications.Robots: purpose built settings5% of time
  • Immerse objects to be coated or plated into cleaning solutions, or spray objects with conductive solutions to prepare them for plating.Robots: purpose built settings4% of time
  • Adjust dials to regulate flow of current and voltage supplied to terminals to control plating processes.Robots: structured workplaces4% of time
  • Rinse coated objects in cleansing liquids and dry them with cloths, centrifugal driers, or by tumbling in sawdust-filled barrels.Robots: purpose built settings4% of time
  • Suspend objects, such as parts or molds from cathode rods, or negative terminals, and immerse objects in plating solutions.Robots: purpose built settings4% of time
  • Mix and test solutions, and turn valves to fill tanks with solutions.Robots: purpose built settings4% of time
  • Position objects to be plated in frames, or suspend them from positive or negative terminals of power supplies.Robots: purpose built settings4% of time
  • Operate hoists to place workpieces onto machine feed carriages or spindles.Robots: purpose built settings2% of time
  • Adjust controls to set temperatures of coating substances and speeds of machines and equipment.Robots: purpose built settings2% of time
  • Position containers to receive parts, and load or unload materials in containers, using dollies or handtrucks.Robots: structured workplaces2% of time
  • Clean and maintain equipment, using water hoses and scrapers.Robots: purpose built settings2% of time
  • Examine completed objects to determine thicknesses of metal deposits, or measure thicknesses by using instruments such as micrometers.Robots: purpose built settings2% of time
  • Measure, mark, and mask areas to be excluded from plating.Robots: purpose built settings2% of time
  • Place plated or coated materials on racks and transfer them to ovens to dry for specified periods of time.Robots: purpose built settings2% of time
  • Remove excess materials or impurities from objects, using air hoses or grinding machines.Robots: purpose built settings2% of time
  • Test machinery to ensure that it is operating properly.Robots: purpose built settings1% of time
  • Suspend sticks or pieces of plating metal from anodes, or positive terminals, and immerse metal in plating solutions.Robots: purpose built settings1% of time
  • Monitor and measure thicknesses of electroplating on component parts to verify conformance to specifications, using micrometers.Robots: purpose built settings1% of time
  • Measure or weigh materials, using rulers, calculators, and scales.Robots: purpose built settings1% of time
  • Measure and set stops, rolls, brushes, and guides on automatic feeders and conveying equipment or coating machines, using micrometers, rules, and hand tools.Robots: purpose built settings1% of time
  • Preheat workpieces in ovens.Robots: purpose built settings1% of time
  • Replace worn parts and adjust equipment components, using hand tools.Robots: purpose built settings1% of time
  • Clean workpieces, using wire brushes.Robots: purpose built settings1% of time
  • Operate sandblasting equipment to roughen and clean surfaces of workpieces.Robots: purpose built settings1% of time

Still needs a person1 · 2% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Perform equipment maintenance, such as cleaning tanks and lubricating moving parts of conveyors.2% of time

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What this means

Little of this work suits AI. The bigger change here is robots: today's robots can technically do 89% of the working time, though they are rarely cheap enough to replace people yet.

What to do next

  • Get ahead on the 3 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 29 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 1 task that stay human. This is where your judgment, skill and relationships matter most.
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