Can AI Replace Grinding and Polishing Workers, Hand in 2026?

Lower exposure. AI could handle about 3% of today's grinding and polishing workers, hand tasks by 2036, and there is a 13% chance the number of jobs falls by a fifth or more. AI mostly assists people in this role.

See how not to be replaced

Timeline

Year2030

Tasks AI can do

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

10% 2030 · 13% 2036

One person could cover, 2036

~1 roles

Share of today's tasks AI can perform

Headcount index, 2025 = 100 (dashed line)

Your survival map

Not every part of your job is at the same risk. Tap a number to see what to do about each task.

Your human coreDo it with AIHand to AI

Tap a number on the map or a task below.

Your plan

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Try an AI tool on one task you'd normally do by hand: "Record product and processing data on specified forms".Get visibly better at your human core: "Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools".Rewrite the top of your CV around judgment, people and decisions, not routine output.

Similar occupations

Tool Grinders, Filers, and Sharpeners · Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic · Tool and Die Makers · Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

Based on 20 O*NET tasks for "Grinding and Polishing Workers, Hand" (SOC 51-9022.00). LLM alone: 4% of tasks; with AI tools: 4%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10