Production & ManufacturingO*NET: 51-6062.00
Will AI Replace Textile Cutting Machine Setters, Operators, and Tenders?
Set up, operate, or tend machines that cut textiles.
72out of 100
High Risk
AI Risk Score
72/100
Risk Level
High
Job Zone
2/5
Entry
Total Tasks Analyzed
10
🤖 What AI Can Do
- ▸Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices.
- ▸Start machines, monitor operations, and make adjustments as needed.
- ▸Record information about work completed and machine settings.
- ▸Confer with coworkers to obtain information about orders, processes, or problems.
👤 What Requires Humans
- ▸Inspect machinery to determine whether repairs are needed.
- ▸Repair or replace worn or defective parts or components, using hand tools.
Task Breakdown
🤖AI Can Automate (4)
- Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices.
- Start machines, monitor operations, and make adjustments as needed.
- Record information about work completed and machine settings.
- Confer with coworkers to obtain information about orders, processes, or problems.
👤Requires Humans (2)
- Inspect machinery to determine whether repairs are needed.
- Repair or replace worn or defective parts or components, using hand tools.
⚡AI-Assisted (4)
- Inspect products to ensure that the quality standards and specifications are met.
- Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products.
- Notify supervisors of mechanical malfunctions.
- Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.75/5.00
Operation and Control
Importance: 3.38/5.00
Monitoring
Importance: 3.12/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.12/5.00
Active Listening
Importance: 3.00/5.00
Speaking
Importance: 3.00/5.00
CoordinationAI-Resistant
Importance: 3.00/5.00
Equipment Maintenance
Importance: 3.00/5.00
Troubleshooting
Importance: 3.00/5.00
Repairing
Importance: 3.00/5.00
Critical ThinkingAI-Resistant
Importance: 2.88/5.00
Judgment and Decision MakingAI-Resistant
Importance: 2.88/5.00
Time ManagementAI-Resistant
Importance: 2.88/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.75/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.75/5.00
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Frequently Asked Questions
Based on our analysis, Textile Cutting Machine Setters, Operators, and Tenders have a high risk of AI replacement with a score of 72/100. 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