Grinding and Polishing Workers, Hand

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 (5%)
• AI can speed this up with extra software: 0 (0%)
• Little or no AI speed-up: 19 (95%)

• Record product and processing data on specified forms.AI can speed this up on its own · supplemental task
• Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools.Little or no AI speed-up · core task
• Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.Little or no AI speed-up · core task
• Move controls to adjust, start, or stop equipment during grinding and polishing processes.Little or no AI speed-up · core task
• Remove completed workpieces from equipment or work tables, using hand tools, and place workpieces in containers.Little or no AI speed-up · core task
• Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.Little or no AI speed-up · core task
• Transfer equipment, objects, or parts to specified work areas, using moving devices.Little or no AI speed-up · core task
• Trim, scrape, or deburr objects or parts, using chisels, scrapers, and other hand tools and equipment.Little or no AI speed-up · core task
• Repair and maintain equipment, objects, or parts, using hand tools.Little or no AI speed-up · core task
• 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.Little or no AI speed-up · supplemental task
• Mark defects, such as knotholes, cracks, and splits, for repair.Little or no AI speed-up · supplemental task
• Study blueprints or layouts to determine how to lay out workpieces or saw out templates.Little or no AI speed-up · supplemental task
• Sharpen abrasive grinding tools, using machines and hand tools.Little or no AI speed-up · supplemental task
• Load and adjust workpieces onto equipment or work tables, using hand tools.Little or no AI speed-up · supplemental task
• Fill cracks or imperfections in marble with wax that matches the stone color.Little or no AI speed-up · supplemental task
• 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.Little or no AI speed-up · supplemental task
• Apply solutions and chemicals to equipment, objects, or parts, using hand tools.Little or no AI speed-up · supplemental task
• Clean brass particles from files by drawing file cards through file grooves.Little or no AI speed-up · supplemental task
• Spread emery powder or other polishing compounds on stone, or wet stone surfaces with hoses, and guide buffing wheels over stone to polish surfaces.Little or no AI speed-up · supplemental task
• Wash grit from stone, using hoses.Little or no AI speed-up · supplemental task