Will AI replace Coating, Painting, and Spraying Machine Setters, Operators, and Tenders?

AI can do 2% of the work Coating, Painting, and Spraying Machine Setters, Operators, and Tenders do at least twice as fast. People already use it for 1 of their 29 tasks. Robots can technically handle 25 physical tasks. 3 still need a person.

AI is already doing this1 · 2% of time

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

  • Record operational data on specified forms.Mostly automated2% of time

AI could do this next0 · 0% of time

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

  • No other tasks in this job can be sped up by AI today.

Robots can technically do this25 · 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.

  • Spray prepared surfaces with specified amounts of primers and decorative or finish coatings.Robots: purpose built settings15% of time
  • Hold or position spray guns to direct spray onto articles.Robots: structured workplaces9% of time
  • Clean equipment and work areas.Robots: purpose built settings6% of time
  • Remove grease, dirt, paint, or rust from surfaces in preparation for paint application, using abrasives, solvents, brushes, blowtorches, washing tanks, or sandblasters.Robots: purpose built settings6% of time
  • Monitor painting operations to identify flaws, such as blisters or streaks, and correct their causes.Robots: purpose built settings5% of time
  • Observe machine gauges and equipment operation to detect defects or deviations from standards, and make adjustments as necessary.Robots: purpose built settings4% of time
  • Remove materials, parts, or workpieces from painting or coating machines, using hand tools.Robots: purpose built settings4% of time
  • Mix paints to match color specifications or original colors, stirring or thinning paints, using spatulas or power mixing equipment.Robots: purpose built settings4% of time
  • Turn dials, handwheels, valves, or switches to regulate conveyor speeds, machine temperature, air pressure and circulation, and the flow or spray of coatings or paints.Robots: purpose built settings2% of time
  • Operate auxiliary machines or equipment used in coating or painting processes.Robots: purpose built settings2% of time
  • Fill hoppers, reservoirs, troughs, or pans with material used to coat, paint, or spray, using conveyors or pails.Robots: purpose built settings2% of time
  • Thread or feed items or products through or around machine rollers and dryers.Robots: purpose built settings2% of time
  • Attach hoses or nozzles to machines, using wrenches and pliers, and make adjustments to obtain the proper dispersion of spray.Robots: purpose built settings2% of time
  • Examine, measure, weigh, or test sample products to ensure conformance to specifications.Robots: purpose built settings2% of time
  • Apply primer over any repairs made to surfaces.Robots: purpose built settings2% of time
  • Apply rust-resistant undercoats and caulk and seal seams.Robots: purpose built settings2% of time
  • Buff and wax the finished paintwork.Robots: purpose built settings2% of time
  • Operate lifting or moving devices to move equipment or materials to access areas to be painted.Robots: structured workplaces2% of time
  • Sand and apply sealer to properly dried finish.Robots: purpose built settings2% of time
  • Use brush to hand-paint areas in need of retouching or unreachable with a spray gun.Robots: purpose built settings2% of time
  • Determine paint flow, viscosity, and coating quality by performing visual inspections, or by using viscometers.Robots: purpose built settings1% of time
  • Weigh or measure chemicals, coatings, or paints before adding them to machines.Robots: structured workplaces1% of time
  • Start and stop operation of machines, using levers or buttons.Robots: structured workplaces1% of time
  • Adjust controls on infrared ovens, heat lamps, portable ventilators, or exhaust units to speed the drying of surfaces between coats.Robots: purpose built settings1% of time
  • Dispose of hazardous waste in an appropriate manner.Robots: purpose built settings1% of time

Still needs a person3 · 9% 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.

  • Disassemble, clean, and reassemble sprayers or power equipment, using solvents, wire brushes, and cloths.5% of time
  • Fill small dents or scratches with body fillers and smooth surfaces to prepare for painting.2% of time
  • Set up portable equipment, such as ventilators, exhaust units, ladders, or scaffolding.1% 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

  • Do the 1 task AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Keep an eye on the 25 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 3 tasks that stay human. This is where your judgment, skill and relationships matter most.
Painting, Coating, and Decorating Workers5%Grinding and Polishing Workers, Hand3%Molders, Shapers, and Casters, Except Metal and Plastic1%Stone Cutters and Carvers, Manufacturing3%Paper Goods Machine Setters, Operators, and Tenders1%Cutters and Trimmers, Hand0%

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