Job Check
Grinding and Polishing Workers, Hand
Grind, sand, or polish, using hand tools or hand-held power tools, a variety of metal, wood, stone, clay, plastic, or glass objects. Includes chippers, buffers, and finishers.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.Mostly human for now
- 02Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools.Mostly human for now
- 03Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.Mostly human for now
- 04Trim, scrape, or deburr objects or parts, using chisels, scrapers, and other hand tools and equipment.Mostly human for now
- 05Mark defects, such as knotholes, cracks, and splits, for repair.Mostly human for now
- 06Study blueprints or layouts to determine how to lay out workpieces or saw out templates.Mostly human for now
- 07Move controls to adjust, start, or stop equipment during grinding and polishing processes.Mostly human for now
- 08Load and adjust workpieces onto equipment or work tables, using hand tools.Mostly human for now
- 09Repair and maintain equipment, objects, or parts, using hand tools.Mostly human for now
- 10Select 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.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
4%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 24% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 88% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
- Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools.
- Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.