Will AI replace Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders?

AI can do 12% of the work Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders 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 4 of them. Robots can technically handle 19 physical tasks. 3 still need 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 next4 · 12% of time

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

  • Select and install machine components, such as dies, molds, and cutters, according to specifications, using hand tools and measuring devices.6% of time
  • Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.4% of time
  • Complete work tickets, and place them with products.1% of time
  • Send product samples to laboratories for analysis.1% of time

Robots can technically do this19 · 80% 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.

  • Monitor machine operations and observe lights and gauges to detect malfunctions.Robots: structured workplaces15% of time
  • Adjust machine components to regulate speeds, pressures, and temperatures, and amounts, dimensions, and flow of materials or ingredients.Robots: structured workplaces11% of time
  • Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.Robots: purpose built settings9% of time
  • Clear jams, and remove defective or substandard materials or products.Robots: purpose built settings6% of time
  • Move materials, supplies, components, and finished products between storage and work areas, using work aids such as racks, hoists, and handtrucks.Robots: structured workplaces6% of time
  • Remove materials or products from molds or from extruding, forming, pressing, or compacting machines, and stack or store them for additional processing.Robots: purpose built settings6% of time
  • Turn controls to adjust machine functions, such as regulating air pressure, creating vacuums, and adjusting coolant flow.Robots: structured workplaces4% of time
  • Synchronize speeds of sections of machines when producing products involving several steps or processes.Robots: structured workplaces4% of time
  • Feed products into machines by hand or conveyor.Robots: structured workplaces4% of time
  • Clean dies, arbors, compression chambers, and molds, using swabs, sponges, or air hoses.Robots: purpose built settings4% of time
  • Measure, mix, cut, shape, soften, and join materials and ingredients, such as powder, cornmeal, or rubber to prepare them for machine processing.Robots: purpose built settings2% of time
  • Pour, scoop, or dump specified ingredients, metal assemblies, or mixtures into sections of machine prior to starting machines.Robots: purpose built settings2% of time
  • Press control buttons to activate machinery and equipment.Robots: structured workplaces1% of time
  • Swab molds with solutions to prevent products from sticking.Robots: structured workplaces1% of time
  • Activate machines to shape or form products, such as candy bars, light bulbs, balloons, or insulation panels.Robots: structured workplaces1% of time
  • Remove molds, mold components, and feeder tubes from machinery after production is complete.Robots: purpose built settings1% of time
  • Install, align, and adjust neck rings, press plungers, and feeder tubes.Robots: purpose built settings1% of time
  • Couple air and gas lines to machines to maintain plasticity of material and to regulate solidification of final products.Robots: purpose built settings1% of time
  • Measure arbors and dies to verify sizes specified on work tickets.Robots: purpose built settings1% of time

Still needs a person3 · 7% 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.

  • Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.4% of time
  • Disassemble equipment to repair it or to replace parts, such as nozzles, punches, and filters.2% of time
  • Notify supervisors when extruded filaments fail to meet standards.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

  • Get ahead on the 4 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 19 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.
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