Production & ManufacturingO*NET: 51-4194.00
Will AI Replace Tool Grinders, Filers, and Sharpeners?
Perform precision smoothing, sharpening, polishing, or grinding of metal objects.
86out of 100
Critical Risk
AI Risk Score
86/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
12
🤖 What AI Can Do
- ▸Monitor machine operations to determine whether adjustments are necessary, stopping machines when problems occur.
- ▸Compute numbers, widths, and angles of cutting tools, micrometers, scales, and gauges, and adjust tools to produce specified cuts.
- ▸File or finish surfaces of workpieces, using prescribed hand tools.
👤 What Requires Humans
- ▸Perform basic maintenance, such as cleaning and lubricating machine parts.
Task Breakdown
🤖AI Can Automate (3)
- Monitor machine operations to determine whether adjustments are necessary, stopping machines when problems occur.
- Compute numbers, widths, and angles of cutting tools, micrometers, scales, and gauges, and adjust tools to produce specified cuts.
- File or finish surfaces of workpieces, using prescribed hand tools.
👤Requires Humans (1)
- Perform basic maintenance, such as cleaning and lubricating machine parts.
⚡AI-Assisted (8)
- Inspect, feel, and measure workpieces to ensure that surfaces and dimensions meet specifications.
- Study blueprints or layouts of metal workpieces to determine grinding procedures, and to plan machine setups and operational sequences.
- Select and mount grinding wheels on machines, according to specifications, using hand tools and applying knowledge of abrasives and grinding procedures.
- Turn valves to direct flow of coolant against cutting wheels and workpieces during grinding.
- Set up and operate grinding or polishing machines to grind metal workpieces, such as dies, parts, and tools.
- Dress grinding wheels, according to specifications.
- Remove finished workpieces from machines and place them in boxes or on racks, setting aside pieces that are defective.
- Remove and replace worn or broken machine parts, using hand tools.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.88/5.00
Operation and Control
Importance: 3.75/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.50/5.00
Equipment Maintenance
Importance: 3.38/5.00
Repairing
Importance: 3.38/5.00
Critical ThinkingAI-Resistant
Importance: 3.25/5.00
Monitoring
Importance: 3.00/5.00
Equipment SelectionAI-Vulnerable
Importance: 3.00/5.00
Troubleshooting
Importance: 3.00/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.88/5.00
Judgment and Decision MakingAI-Resistant
Importance: 2.88/5.00
Active Listening
Importance: 2.75/5.00
MathematicsAI-Vulnerable
Importance: 2.75/5.00
Active LearningAI-Resistant
Importance: 2.75/5.00
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Frequently Asked Questions
Based on our analysis, Tool Grinders, Filers, and Sharpeners have a critical risk of AI replacement with a score of 86/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research