51-9022.00
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.
The bots have your desk already — start pivoting
Top 3% most at-risk 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.
Hand grinding and polishing is a manual craft skill for finishing surfaces, deburring parts, and preparing components for coating or inspection; robotic deburring cells handle high-volume repetitive work but cannot replicate human tactile feedback for irregular or delicate parts. Through 2027 commodity deburring of simple stamped parts faces increasing automation, but finishing of complex aerospace or medical device components where surface quality requirements are tight remains human-dependent.
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 Grinding and Polishing Workers, Hand, consider pivoting toward these lower-risk roles:
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Grinding and Polishing Workers, Hand
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I just checked if I'm cooked as a Grinding and Polishing Workers, Hand 🤖 AI risk score: 9.3/10 — High Risk "Your job is so automatable, AI finished this analysis before you loaded the page." Check yours 👇 https://amicooked-five.vercel.app/results/51-9022.00 #AmICooked #AI #FutureOfWork
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You're more at risk than a Materials Engineers (score: 1.7). 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 →