Production & ManufacturingO*NET: 51-9041.00
Will AI Replace Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders?
Set up, operate, or tend machines, such as glass-forming machines, plodder machines, and tuber machines, to shape and form products such as glassware, food, rubber, soap, brick, tile, clay, wax, tobacco, or cosmetics.
88out of 100
Critical Risk
AI Risk Score
88/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
12
🤖 What AI Can Do
- â–¸Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
- â–¸Monitor machine operations and observe lights and gauges to detect malfunctions.
- â–¸Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
- â–¸Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.
- â–¸Synchronize speeds of sections of machines when producing products involving several steps or processes.
👤 What Requires Humans
- â–¸Providing empathy and emotional support
- â–¸Creative problem-solving in ambiguous contexts
- â–¸Physical tasks requiring fine motor skills and dexterity
Task Breakdown
🤖AI Can Automate (5)
- Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
- Monitor machine operations and observe lights and gauges to detect malfunctions.
- Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
- Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.
- Synchronize speeds of sections of machines when producing products involving several steps or processes.
âš¡AI-Assisted (7)
- Adjust machine components to regulate speeds, pressures, and temperatures, and amounts, dimensions, and flow of materials or ingredients.
- Press control buttons to activate machinery and equipment.
- Clear jams, and remove defective or substandard materials or products.
- Notify supervisors when extruded filaments fail to meet standards.
- Turn controls to adjust machine functions, such as regulating air pressure, creating vacuums, and adjusting coolant flow.
- Clean dies, arbors, compression chambers, and molds, using swabs, sponges, or air hoses.
- Move materials, supplies, components, and finished products between storage and work areas, using work aids such as racks, hoists, and handtrucks.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.75/5.00
Operation and Control
Importance: 3.75/5.00
Monitoring
Importance: 3.38/5.00
Speaking
Importance: 3.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.00/5.00
Active Listening
Importance: 3.00/5.00
Critical ThinkingAI-Resistant
Importance: 3.00/5.00
Troubleshooting
Importance: 3.00/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.00/5.00
Social PerceptivenessAI-Resistant
Importance: 2.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.88/5.00
Judgment and Decision MakingAI-Resistant
Importance: 2.88/5.00
WritingAI-Vulnerable
Importance: 2.75/5.00
CoordinationAI-Resistant
Importance: 2.75/5.00
Repairing
Importance: 2.75/5.00
Related Occupations
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
89/100 — Critical Risk
Machine Feeders and Offbearers
86/100 — Critical Risk
Cutting and Slicing Machine Setters, Operators, and Tenders
88/100 — Critical Risk
Paper Goods Machine Setters, Operators, and Tenders
88/100 — Critical Risk
Adhesive Bonding Machine Operators and Tenders
88/100 — Critical Risk
Future-Proof Your Career
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Frequently Asked Questions
Based on our analysis, Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders have a critical risk of AI replacement with a score of 88/100. 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