51-4033.00
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Set up, operate, or tend grinding and related tools that remove excess material or burrs from surfaces, sharpen edges or corners, or buff, hone, or polish metal or plastic work pieces.
The bots have your desk already — start pivoting
Top 5% 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.
Grinding, Lapping, and Polishing Machine Operators work on precision finishing of metal and plastic parts. CNC grinding centers and AI-driven adaptive grinding systems (STUDER, ANCA with AI) are increasingly automating the parameter setting and feedback adjustment that operators once did manually. Complex, low-volume, and custom grinding work retains human operators for setup judgment. Through 2027, the role evolves toward CNC oversight and first-article inspection rather than manual machine operation.
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, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic, consider pivoting toward these lower-risk roles:
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Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
"Your job is so automatable, AI finished this analysis before you loaded the page."
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I just checked if I'm cooked as a Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic 🤖 AI risk score: 9.2/10 — High Risk "Your job is so automatable, AI finished this analysis before you loaded the page." Check yours 👇 https://amicooked-five.vercel.app/results/51-4033.00 #AmICooked #AI #FutureOfWork
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You're more at risk than a Security Management Specialists (score: 3.4). 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 →