Will AI replace Grinding and Polishing Workers, Hand?

AI can do 3% of the work Grinding and Polishing Workers, Hand 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 2 of them. Robots can technically handle 14 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 next2 · 3% of time

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

  • Mark defects, such as knotholes, cracks, and splits, for repair.1% of time
  • Record product and processing data on specified forms.1% of time

Robots can technically do this14 · 96% 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.

  • Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools.Robots: purpose built settings44% of time
  • Trim, scrape, or deburr objects or parts, using chisels, scrapers, and other hand tools and equipment.Robots: purpose built settings10% of time
  • Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.Robots: purpose built settings9% of time
  • Load and adjust workpieces onto equipment or work tables, using hand tools.Robots: purpose built settings6% of time
  • Remove completed workpieces from equipment or work tables, using hand tools, and place workpieces in containers.Robots: purpose built settings5% of time
  • Move controls to adjust, start, or stop equipment during grinding and polishing processes.Robots: purpose built settings4% of time
  • Transfer equipment, objects, or parts to specified work areas, using moving devices.Robots: structured workplaces4% of time
  • File grooved, contoured, and irregular surfaces of metal objects, such as metalworking dies and machine parts, to conform to templates, other parts, layouts, or blueprint specifications.Robots: purpose built settings4% of time
  • Select files or other abrasives, according to materials, sizes and shapes of workpieces, amount of stock to be removed, finishes specified, and steps in finishing processes.Robots: purpose built settings3% of time
  • Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.Robots: purpose built settings3% of time
  • Apply solutions and chemicals to equipment, objects, or parts, using hand tools.Robots: purpose built settings3% of time
  • Repair and maintain equipment, objects, or parts, using hand tools.Robots: purpose built settings3% of time
  • Sharpen abrasive grinding tools, using machines and hand tools.Robots: purpose built settings1% of time
  • Clean brass particles from files by drawing file cards through file grooves.Robots: purpose built settingsunder 1% of time

Still needs a person1 · 1% 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.

  • Study blueprints or layouts to determine how to lay out workpieces or saw out templates.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 98% of the working time, though they are rarely cheap enough to replace people yet.

What to do next

  • Get ahead on the 2 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 14 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.
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders8%Mixing and Blending Machine Setters, Operators, and Tenders9%Stone Cutters and Carvers, Manufacturing3%Dental Laboratory Technicians4%Coating, Painting, and Spraying Machine Setters, Operators, and Tenders2%Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders4%

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