Will AI replace Tool Grinders, Filers, and Sharpeners?

What this score means

Tool Grinders, Filers, and Sharpeners is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 11 out of 100 it scores 3 points below the Manufacturing average of 14. Across the 3 sources behind this baseline, individual estimates run from 5 to 20, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Tool Grinders, Filers, and Sharpeners, most central first, showing 12 of 18.

• 01Dress grinding wheels, according to specifications.
• 02Monitor machine operations to determine whether adjustments are necessary, stopping machines when problems occur.
• 03Inspect, feel, and measure workpieces to ensure that surfaces and dimensions meet specifications.
• 04Study blueprints or layouts of metal workpieces to determine grinding procedures, and to plan machine setups and operational sequences.
• 05Select and mount grinding wheels on machines, according to specifications, using hand tools and applying knowledge of abrasives and grinding procedures.
• 06Compute numbers, widths, and angles of cutting tools, micrometers, scales, and gauges, and adjust tools to produce specified cuts.
• 07Turn valves to direct flow of coolant against cutting wheels and workpieces during grinding.
• 08Set up and operate grinding or polishing machines to grind metal workpieces, such as dies, parts, and tools.
• 09File or finish surfaces of workpieces, using prescribed hand tools.
• 10Perform basic maintenance, such as cleaning and lubricating machine parts.
• 11Remove finished workpieces from machines and place them in boxes or on racks, setting aside pieces that are defective.
• 12Remove and replace worn or broken machine parts, using hand tools.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Tool Grinders, Filers, and Sharpeners for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Card Grinder · Computer Numerical Control Grinding Technician (CNC Grinding Technician) · Crankshaft Grinder · Cutter Grind Tool Technician · Cutter Grinder · Cutting Tool Sharpener · Cylinder Grinder · Deburrer and related titles

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