51-4194.00
Tool Grinders, Filers, and Sharpeners
Perform precision smoothing, sharpening, polishing, or grinding of metal objects.
The robots are coming for your paycheck
More at risk than 84% of occupations we track
Disruption Vector
Physical Robots
Physical robotics, autonomous machines, and automated equipment are the main threat to the physical tasks in this occupation.
Tool grinders and sharpeners restore cutting tool geometry using precision grinding equipment in a narrow specialty that requires skilled manual operation. CNC tool grinding machines with automated dressing have displaced some manual grinding work. The 2025-2027 outlook is flat to slightly negative; automated tool grinding centers reduce demand for manual grinders in high-volume cutting tool production, while specialty regrinding for unique tooling forms remains a human-skill domain.
Salary & Job Outlook
AI Risk Timeline
Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.
Skills Analysis — AI Vulnerability
Career Pivot Paths
If you're a Tool Grinders, Filers, and Sharpeners, consider pivoting toward these lower-risk roles:
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Tool Grinders, Filers, and Sharpeners
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I just checked if I'm cooked as a Tool Grinders, Filers, and Sharpeners 🤖 AI risk score: 8.7/10 — High Risk "Let's just say your LinkedIn is about to get very busy." Check yours 👇 https://amicooked-five.vercel.app/results/51-4194.00 #AmICooked #AI #FutureOfWork
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You're more at risk than a Medical Scientists, Except Epidemiologists (score: 1.5). Maybe it's time to rethink.
This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →