Production & ManufacturingO*NET: 51-6091.00
Will AI Replace Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers?
Set up, operate, or tend machines that extrude and form continuous filaments from synthetic materials, such as liquid polymer, rayon, and fiberglass.
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
- ▸Press buttons to stop machines when processes are complete or when malfunctions are detected.
- ▸Observe machine operations, control boards, and gauges to detect malfunctions such as clogged bushings and defective binder applicators.
- ▸Record details of machine malfunctions.
👤 What Requires Humans
- ▸Providing empathy and emotional support
- ▸Creative problem-solving in ambiguous contexts
- ▸Physical tasks requiring fine motor skills and dexterity
Task Breakdown
🤖AI Can Automate (3)
- Press buttons to stop machines when processes are complete or when malfunctions are detected.
- Observe machine operations, control boards, and gauges to detect malfunctions such as clogged bushings and defective binder applicators.
- Record details of machine malfunctions.
⚡AI-Assisted (5)
- Set up, operate, or tend machines that extrude and form filaments from synthetic materials such as rayon, fiberglass, or liquid polymers.
- Notify other workers of defects, and direct them to adjust extruding and forming machines.
- Load materials into extruding and forming machines, using hand tools, and adjust feed mechanisms to set feed rates.
- Move controls to activate and adjust extruding and forming machines.
- Clean and maintain extruding and forming machines, using hand tools.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 4.00/5.00
Operation and Control
Importance: 3.75/5.00
Monitoring
Importance: 3.50/5.00
Active Listening
Importance: 3.00/5.00
Speaking
Importance: 3.00/5.00
CoordinationAI-Resistant
Importance: 3.00/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.00/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.00/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.00/5.00
Time ManagementAI-Resistant
Importance: 3.00/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.88/5.00
Critical ThinkingAI-Resistant
Importance: 2.88/5.00
Troubleshooting
Importance: 2.88/5.00
Repairing
Importance: 2.88/5.00
Active LearningAI-Resistant
Importance: 2.75/5.00
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Frequently Asked Questions
Based on our analysis, Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers 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