Production & ManufacturingO*NET: 51-6063.00
Will AI Replace Textile Knitting and Weaving Machine Setters, Operators, and Tenders?
Set up, operate, or tend machines that knit, loop, weave, or draw in textiles.
65out of 100
High Risk
AI Risk Score
65/100
Risk Level
High
Job Zone
2/5
Entry
Total Tasks Analyzed
11
🤖 What AI Can Do
- ▸Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.
- ▸Start machines, monitor operations, and make adjustments as needed.
- ▸Confer with co-workers to obtain information about orders, processes, or problems.
- ▸Operate machines for test runs to verify adjustments and to obtain product samples.
👤 What Requires Humans
- ▸Notify supervisors or repair staff of mechanical malfunctions.
- ▸Inspect machinery to determine whether repairs are needed.
Task Breakdown
🤖AI Can Automate (4)
- Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.
- Start machines, monitor operations, and make adjustments as needed.
- Confer with co-workers to obtain information about orders, processes, or problems.
- Operate machines for test runs to verify adjustments and to obtain product samples.
👤Requires Humans (2)
- Notify supervisors or repair staff of mechanical malfunctions.
- Inspect machinery to determine whether repairs are needed.
⚡AI-Assisted (5)
- Observe woven cloth to detect weaving defects.
- Remove defects in cloth by cutting and pulling out filling.
- Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.
- Inspect products to ensure that specifications are met and to determine if machines need adjustment.
- Stop machines when specified amounts of product have been produced.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.38/5.00
Monitoring
Importance: 3.12/5.00
Active Listening
Importance: 3.00/5.00
Operation and Control
Importance: 3.00/5.00
Speaking
Importance: 2.88/5.00
Critical ThinkingAI-Resistant
Importance: 2.88/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 2.88/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.75/5.00
Time ManagementAI-Resistant
Importance: 2.62/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.50/5.00
Equipment Maintenance
Importance: 2.50/5.00
Troubleshooting
Importance: 2.50/5.00
Judgment and Decision MakingAI-Resistant
Importance: 2.50/5.00
WritingAI-Vulnerable
Importance: 2.38/5.00
CoordinationAI-Resistant
Importance: 2.38/5.00
Related Occupations
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
88/100 — Critical Risk
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65/100 — High Risk
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72/100 — High Risk
Paper Goods Machine Setters, Operators, and Tenders
88/100 — Critical Risk
Textile Bleaching and Dyeing Machine Operators and Tenders
90/100 — Critical Risk
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Frequently Asked Questions
Based on our analysis, Textile Knitting and Weaving Machine Setters, Operators, and Tenders have a high risk of AI replacement with a score of 65/100. 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