Production & ManufacturingO*NET: 51-4021.00
Will AI Replace Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic?
Set up, operate, or tend machines to extrude or draw thermoplastic or metal materials into tubes, rods, hoses, wire, bars, or structural shapes.
89out of 100
Critical Risk
AI Risk Score
89/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
8
🤖 What AI Can Do
- ▸Measure and examine extruded products to locate defects and to check for conformance to specifications, adjusting controls as necessary to alter products.
👤 What Requires Humans
- ▸Install dies, machine screws, and sizing rings on machines that extrude thermoplastic or metal materials.
- ▸Troubleshoot, maintain, and make minor repairs to equipment.
Task Breakdown
🤖AI Can Automate (1)
- Measure and examine extruded products to locate defects and to check for conformance to specifications, adjusting controls as necessary to alter products.
👤Requires Humans (2)
- Install dies, machine screws, and sizing rings on machines that extrude thermoplastic or metal materials.
- Troubleshoot, maintain, and make minor repairs to equipment.
⚡AI-Assisted (5)
- Determine setup procedures and select machine dies and parts, according to specifications.
- Start machines and set controls to regulate vacuum, air pressure, sizing rings, and temperature, and to synchronize speed of extrusion.
- Reel extruded products into rolls of specified lengths and weights.
- Change dies on extruding machines, according to production line changes.
- Clean work areas.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.50/5.00
Operation and Control
Importance: 3.38/5.00
Critical ThinkingAI-Resistant
Importance: 3.12/5.00
Monitoring
Importance: 3.12/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.12/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.12/5.00
Speaking
Importance: 3.00/5.00
CoordinationAI-Resistant
Importance: 3.00/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.00/5.00
Troubleshooting
Importance: 3.00/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.88/5.00
Active Listening
Importance: 2.88/5.00
Time ManagementAI-Resistant
Importance: 2.88/5.00
Social PerceptivenessAI-Resistant
Importance: 2.75/5.00
Repairing
Importance: 2.75/5.00
Related Occupations
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89/100 — Critical Risk
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Frequently Asked Questions
Based on our analysis, Extruding and Drawing 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