Rankings β Will AI Replaceβ¦
Will AI Replace Tool Grinders, Filers, and Sharpeners?
π‘ Tool Grinders, Filers, and Sharpeners have a composite risk score of 65/100 (Frey-Osborne probability: 88%, GenAI exposure: 24/100). With 5,730 workers in the US, this is one of the most AI-vulnerable occupations. Full occupation profile β
π― The Verdict
Likely for many tasks. The role will look very different in 5β10 years.
With 5,730 workers and a median wage of $49K,tool grinders, filers, and sharpeners represent a significant portion of the US workforce. Their GenAI exposure index is 24%, meaning a minority of their core tasks overlap with current generative AI capabilities.
Risk Score
65/100
Employment
5,730
Median Wage
$49K
GenAI Exposure
24%
β οΈ Top Risk Factors
Industrial robotics replacing manual assembly tasks
Cobots handling repetitive material handling tasks
AI quality inspection via computer vision systems
Smart factory scheduling and production optimization
π‘οΈ Tasks AI Can't Easily Replace
Handling non-standard materials and configurations
Coordinating workflow across diverse production teams
Setup and calibration of custom production runs
π Career Transition Paths
Related occupations with lower AI risk and high skills overlap:
Engineers
55% skills overlap Β· $106K median wage
First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors
65% skills overlap Β· $62K median wage
Fabric and Apparel Patternmakers
79% skills overlap Β· $68K median wage
β Frequently Asked Questions
Will AI completely replace tool grinders, filers, and sharpeners?
Likely for many tasks. The role will look very different in 5β10 years.
What is the AI risk score for tool grinders, filers, and sharpeners?
Tool Grinders, Filers, and Sharpeners have a composite AI automation risk score of 65 out of 100, classified as "High Risk".
How many tool grinders, filers, and sharpeners are there in the US?
There are approximately 5,730 tool grinders, filers, and sharpeners employed in the United States.
What do tool grinders, filers, and sharpeners earn?
The median annual wage for tool grinders, filers, and sharpeners is $49K.
What skills should tool grinders, filers, and sharpeners develop?
Focus on tasks AI can't easily replicate: handling non-standard materials and configurations, coordinating workflow across diverse production teams, setup and calibration of custom production runs. These human-centric skills will become more valuable as routine tasks are automated.