Production & ManufacturingO*NET: 51-4035.00
Will AI Replace Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic?
Set up, operate, or tend milling or planing machines to mill, plane, shape, groove, or profile 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
14
🤖 What AI Can Do
- ▸Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers.
- ▸Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers.
- ▸Compute dimensions, tolerances, and angles of workpieces or machines according to specifications and knowledge of metal properties and shop mathematics.
- ▸Record production output.
👤 What Requires Humans
- ▸Select and install cutting tools and other accessories according to specifications, using hand tools or power tools.
- ▸Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring.
Task Breakdown
🤖AI Can Automate (4)
- Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers.
- Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers.
- Compute dimensions, tolerances, and angles of workpieces or machines according to specifications and knowledge of metal properties and shop mathematics.
- Record production output.
👤Requires Humans (2)
- Select and install cutting tools and other accessories according to specifications, using hand tools or power tools.
- Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring.
⚡AI-Assisted (8)
- Move controls to set cutting specifications, to position cutting tools and workpieces in relation to each other, and to start machines.
- Observe milling or planing machine operation, and adjust controls to ensure conformance with specified tolerances.
- Position and secure workpieces on machines, using holding devices, measuring instruments, hand tools, and hoists.
- Replace worn tools, using hand tools, and sharpen dull tools, using bench grinders.
- Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
- Move cutters or material manually or by turning handwheels, or engage automatic feeding mechanisms to mill workpieces to specifications.
- Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.
- Turn valves or pull levers to start and regulate the flow of coolant or lubricant to work areas.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.88/5.00
Operation and Control
Importance: 3.38/5.00
Critical ThinkingAI-Resistant
Importance: 3.12/5.00
Monitoring
Importance: 3.12/5.00
Active Listening
Importance: 3.00/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.88/5.00
Speaking
Importance: 2.88/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 2.88/5.00
CoordinationAI-Resistant
Importance: 2.75/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.75/5.00
Troubleshooting
Importance: 2.75/5.00
WritingAI-Vulnerable
Importance: 2.62/5.00
MathematicsAI-Vulnerable
Importance: 2.62/5.00
Active LearningAI-Resistant
Importance: 2.62/5.00
Social PerceptivenessAI-Resistant
Importance: 2.62/5.00
Related Occupations
Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
88/100 — Critical Risk
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89/100 — Critical Risk
Woodworking Machine Setters, Operators, and Tenders, Except Sawing
86/100 — Critical Risk
Tool Grinders, Filers, and Sharpeners
86/100 — Critical Risk
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
89/100 — Critical Risk
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Frequently Asked Questions
Based on our analysis, Milling and Planing Machine 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