As of June 2026, Grinding and Polishing Workers, Hand has an AI-exposure score of 41/100 (Moderate exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.
Grinding and Polishing Workers, Hand
More exposed than 13% of the roles we track. Median pay ~US$42,660. About 800 projected openings a year (BLS 2024–34 — growth plus replacement).
Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.
How you compare to similar Production roles
Your tasks, by AI exposure
No automatable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (94%).
- Record product and processing data on specified forms.
- Clean brass particles from files by drawing file cards through file grooves.
- 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.
- 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.
- Repair and maintain equipment, objects, or parts, using hand tools.
- Transfer equipment, objects, or parts to specified work areas, using moving devices.
- Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
- Load and adjust workpieces onto equipment or work tables, using hand tools.
- Remove completed workpieces from equipment or work tables, using hand tools, and place workpieces in containers.
- Mark defects, such as knotholes, cracks, and splits, for repair.
- Sharpen abrasive grinding tools, using machines and hand tools.
- Apply solutions and chemicals to equipment, objects, or parts, using hand tools.
- Move controls to adjust, start, or stop equipment during grinding and polishing processes.
- Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools.
- Trim, scrape, or deburr objects or parts, using chisels, scrapers, and other hand tools and equipment.
- Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.
- Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
Safer adjacent roles
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