Rankings β Will AI Replaceβ¦
Will AI Replace Grinding and Polishing Workers, Hand?
π‘ Grinding and Polishing Workers, Hand have a composite risk score of 86/100 (Frey-Osborne probability: 97%, GenAI exposure: 53/100). With 11,850 workers in the US, this is one of the most AI-vulnerable occupations. Full occupation profile β
π― The Verdict
Highly likely. Most core tasks face imminent automation pressure.
With 11,850 workers and a median wage of $42K,grinding and polishing workers, hand represent a significant portion of the US workforce. Their GenAI exposure index is 53%, meaning a majority of their core tasks overlap with current generative AI capabilities.
Risk Score
86/100
Employment
11,850
Median Wage
$42K
GenAI Exposure
53%
β οΈ Top Risk Factors
AI quality inspection via computer vision systems
Industrial robotics replacing manual assembly tasks
Cobots handling repetitive material handling tasks
Predictive maintenance reducing manual inspection roles
Smart factory scheduling and production optimization
π‘οΈ Tasks AI Can't Easily Replace
Coordinating workflow across diverse production teams
Troubleshooting complex equipment malfunctions
Handling non-standard materials and configurations
π Career Transition Paths
Related occupations with lower AI risk and high skills overlap:
Engineers
57% skills overlap Β· $106K median wage
First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors
67% skills overlap Β· $62K median wage
Fabric and Apparel Patternmakers
76% skills overlap Β· $68K median wage
β Frequently Asked Questions
Will AI completely replace grinding and polishing workers, hand?
Highly likely. Most core tasks face imminent automation pressure.
What is the AI risk score for grinding and polishing workers, hand?
Grinding and Polishing Workers, Hand have a composite AI automation risk score of 86 out of 100, classified as "Very High Risk".
How many grinding and polishing workers, hand are there in the US?
There are approximately 11,850 grinding and polishing workers, hand employed in the United States.
What do grinding and polishing workers, hand earn?
The median annual wage for grinding and polishing workers, hand is $42K.
What skills should grinding and polishing workers, hand develop?
Focus on tasks AI can't easily replicate: coordinating workflow across diverse production teams, troubleshooting complex equipment malfunctions, handling non-standard materials and configurations. These human-centric skills will become more valuable as routine tasks are automated.