Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

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: 2 (9%)
• AI can speed this up with extra software: 0 (0%)
• Little or no AI speed-up: 20 (91%)

• Read work orders to determine production specifications and information.AI can speed this up on its own · core task
• Record data from operations, testing, and production on specified forms.AI can speed this up on its own · core task · Seen in real AI use
• Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.Little or no AI speed-up · core task
• Examine materials, ingredients, or products, visually or with hands, to ensure conformance to established standards.Little or no AI speed-up · core task
• Move controls to start, stop, or adjust machinery and equipment that crushes, grinds, polishes, or blends materials.Little or no AI speed-up · core task
• Clean, adjust, and maintain equipment, using hand tools.Little or no AI speed-up · core task
• Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.Little or no AI speed-up · core task
• Dislodge and clear jammed materials or other items from machinery and equipment, using hand tools.Little or no AI speed-up · core task
• Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.Little or no AI speed-up · core task
• Load materials into machinery and equipment, using hand tools.Little or no AI speed-up · core task
• Clean work areas.Little or no AI speed-up · core task
• Notify supervisors of needed repairs.Little or no AI speed-up · core task
• Transfer materials, supplies, and products between work areas, using moving equipment and hand tools.Little or no AI speed-up · core task
• Reject defective products and readjust equipment to eliminate problems.Little or no AI speed-up · core task
• Inspect chains, belts, or scrolls for signs of wear.Little or no AI speed-up · core task
• Test samples of materials or products to ensure compliance with specifications, using test equipment.Little or no AI speed-up · supplemental task
• Collect samples of materials or products for laboratory testing.Little or no AI speed-up · supplemental task
• Set mill gauges to specified fineness of grind.Little or no AI speed-up · supplemental task
• Mark bins as to types of mixtures stored.Little or no AI speed-up · supplemental task
• Turn valves to regulate the moisture contents of materials.Little or no AI speed-up · supplemental task
• Add or mix chemicals and ingredients for processing, using hand tools or other devices.Little or no AI speed-up · supplemental task
• Break mixtures to size, using picks.Little or no AI speed-up · supplemental task

Questions about crushing, grinding, and polishing machine setters, operators, and tenders and AI