Will AI replace Molders, Shapers, and Casters, Except Metal and Plastic?

AI can do 1% of the work Molders, Shapers, and Casters, Except 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 1 of them. Robots can technically handle 20 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 next1 · 1% 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 sizes and types of molds according to instructions.1% of time

Robots can technically do this20 · 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.

  • Pour, pack, spread, or press plaster, concrete, or other materials into or around models or molds.Robots: purpose built settings15% of time
  • Trim or remove excess material, using scrapers, knives, or band saws.Robots: purpose built settings8% of time
  • Measure ingredients and mix molding, casting material, or sealing compounds to prescribed consistencies, according to formulas.Robots: purpose built settings8% of time
  • Clean, finish, and lubricate molds and mold parts.Robots: purpose built settings6% of time
  • Separate models or patterns from molds and examine products for accuracy.Robots: purpose built settings6% of time
  • Load or stack filled molds in ovens, dryers, or curing boxes, or on storage racks or carts.Robots: purpose built settings6% of time
  • Brush or spray mold surfaces with parting agents or insert paper into molds to ensure smoothness and prevent sticking or seepage.Robots: purpose built settings5% of time
  • Remove excess materials and level and smooth wet mold mixtures.Robots: purpose built settings5% of time
  • Construct or form molds for use in casting clay or plaster objects, using plaster, fiberglass, rubber, casting machines, patterns, or flasks.Robots: purpose built settings5% of time
  • Align and assemble parts to produce completed products, using gauges and hand tools.Robots: purpose built settings4% of time
  • Measure and cut products to specified dimensions, using measuring and cutting instruments.Robots: purpose built settings4% of time
  • Assemble, insert, and adjust wires, tubes, cores, fittings, rods, or patterns into molds, using hand tools and depth gauges.Robots: purpose built settings3% of time
  • Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.Robots: purpose built settings3% of time
  • Smooth surfaces of molds, using scraping tools or sandpaper.Robots: purpose built settings3% of time
  • Verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors.Robots: purpose built settings3% of time
  • Engrave or stamp identifying symbols, letters, or numbers on products.Robots: purpose built settings1% of time
  • Set the proper operating temperature for each casting.Robots: structured workplaces1% of time
  • Withdraw cores or other loose mold members after castings solidify.Robots: purpose built settings1% of time
  • Bore holes or cut grates, risers, or pouring spouts in molds, using power tools.Robots: purpose built settings1% of time
  • Tap or tilt molds to ensure uniform distribution of materials.Robots: purpose built settings1% of time

Still needs a person3 · 10% 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.

  • Read work orders or examine parts to determine parts or sections of products to be produced.4% of time
  • Patch broken edges or fractures, using clay or plaster.4% of time
  • Repair mold defects, such as cracks or broken edges, using patterns, mold boxes, or hand tools.3% 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 90% of the working time, though they are rarely cheap enough to replace people yet.

What to do next

  • Get ahead on the 1 task AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 20 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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