Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 1 (6%)
• AI can speed this up with extra software: 1 (6%)
• Little or no AI speed-up: 16 (89%)

• Compute machine indexings and settings for specified dimensions and base reference points.AI can speed this up on its own · supplemental task
• Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.AI can speed this up with extra software · core task
• Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.Little or no AI speed-up · core task
• Measure workpieces and lay out work, using precision measuring devices.Little or no AI speed-up · core task
• Observe machine operations to detect any problems, making necessary adjustments to correct problems.Little or no AI speed-up · core task
• Move machine controls to index workpieces, and to adjust machines for pre-selected operational settings.Little or no AI speed-up · core task
• Select machine tooling to be used, using knowledge of machine and production requirements.Little or no AI speed-up · core task
• Mount and position tools in machine chucks, spindles, or other tool holding devices, using hand tools.Little or no AI speed-up · core task
• Activate machine start-up switches to grind, lap, hone, debar, shear, or cut workpieces, according to specifications.Little or no AI speed-up · core task
• Set up, operate, or tend grinding and related tools that remove excess material or burrs from surfaces, sharpen edges or corners, or buff, hone, or polish metal or plastic workpieces.Little or no AI speed-up · core task
• Set and adjust machine controls according to product specifications, using knowledge of machine operation.Little or no AI speed-up · core task
• Brush or spray lubricating compounds on workpieces, or turn valve handles and direct flow of coolant against tools and workpieces.Little or no AI speed-up · core task
• Lift and position workpieces, manually or with hoists, and secure them in hoppers or on machine tables, faceplates, or chucks, using clamps.Little or no AI speed-up · core task
• Repair or replace machine parts, using hand tools, or notify engineering personnel when corrective action is required.Little or no AI speed-up · core task
• Maintain stocks of machine parts and machining tools.Little or no AI speed-up · supplemental task
• Thread and hand-feed materials through machine cutters or abraders.Little or no AI speed-up · supplemental task
• Adjust air cylinders and setting stops to set traverse lengths and feed arm strokes.Little or no AI speed-up · supplemental task
• Slide spacers between buffs on spindles to set spacing.Little or no AI speed-up · supplemental task