Production & ManufacturingO*NET: 51-4033.00
Will AI Replace 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.
89out of 100
Critical Risk
AI Risk Score
89/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
13
🤖 What AI Can Do
- â–¸Automate routine data processing tasks in grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic roles
- â–¸Generate reports and analyze structured data
- â–¸Handle repetitive document processing and filing
- â–¸Assist with scheduling and calendar management
- â–¸Draft initial communications and correspondence
- â–¸Provide data-driven insights and recommendations
👤 What Requires Humans
- â–¸Lift and position workpieces, manually or with hoists, and secure them in hoppers or on machine tables, faceplates, or chucks, using clamps.
- â–¸Repair or replace machine parts, using hand tools, or notify engineering personnel when corrective action is required.
Task Breakdown
👤Requires Humans (2)
- Lift and position workpieces, manually or with hoists, and secure them in hoppers or on machine tables, faceplates, or chucks, using clamps.
- Repair or replace machine parts, using hand tools, or notify engineering personnel when corrective action is required.
âš¡AI-Assisted (11)
- Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.
- Measure workpieces and lay out work, using precision measuring devices.
- Observe machine operations to detect any problems, making necessary adjustments to correct problems.
- Move machine controls to index workpieces, and to adjust machines for pre-selected operational settings.
- Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.
- Select machine tooling to be used, using knowledge of machine and production requirements.
- Mount and position tools in machine chucks, spindles, or other tool holding devices, using hand tools.
- Activate machine start-up switches to grind, lap, hone, debar, shear, or cut workpieces, according to specifications.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 4.00/5.00
Operation and Control
Importance: 4.00/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.50/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.12/5.00
Monitoring
Importance: 3.12/5.00
Speaking
Importance: 3.00/5.00
Critical ThinkingAI-Resistant
Importance: 3.00/5.00
Troubleshooting
Importance: 3.00/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.00/5.00
Active Listening
Importance: 2.88/5.00
CoordinationAI-Resistant
Importance: 2.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.88/5.00
MathematicsAI-Vulnerable
Importance: 2.75/5.00
Equipment SelectionAI-Vulnerable
Importance: 2.75/5.00
Equipment Maintenance
Importance: 2.75/5.00
Related Occupations
Tool Grinders, Filers, and Sharpeners
86/100 — Critical Risk
Grinding and Polishing Workers, Hand
87/100 — Critical Risk
Woodworking Machine Setters, Operators, and Tenders, Except Sawing
86/100 — Critical Risk
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
89/100 — Critical Risk
Cutting and Slicing Machine Setters, Operators, and Tenders
88/100 — Critical Risk
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Frequently Asked Questions
Based on our analysis, Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic have a critical risk of AI replacement with a score of 89/100. 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