51-6064.00

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

Set up, operate, or tend machines that wind or twist textiles; or draw out and combine sliver, such as wool, hemp, or synthetic fibers. Includes slubber machine and drawing frame operators.

9.2OUT OF 10SAFEHIGH RISK
High Risk

The bots have your desk already — start pivoting

Top 5% most at-risk occupations we track

Frey & Osborne (2013) estimated 96% probability of automation for this role
paper →
Top 5%
most at-risk
50
jobs riskier than this
-9.0%
projected growth

Disruption Vector

Disruption Type

Physical Robots

Physical robotics, autonomous machines, and automated equipment are the main threat to the physical tasks in this occupation.

Textile winding and twisting machine operators run equipment that forms yarn and thread where machine monitoring, tension adjustment, and package doff cycles have been increasingly automated in modern textile mills. Operator responsibilities shift toward monitoring and exception handling rather than manual adjustment. The 2025-2027 outlook is flat to slightly negative; US textile manufacturing is stable but highly automated, and new equipment requires fewer operators per unit of output.

Disrupted byBoston DynamicsAmazon RoboticsTesla Optimus

Salary & Job Outlook

Median Annual Pay
$37,660
US Bureau of Labor Statistics
10-Year Job Growth
-9.0%
Declining
Education Required
High school diploma or equivalent
Job Zone 2 / 5

AI Risk Timeline

9.2
9.9
10.0
10.0
Today
5 Years
10 Years
20 Years

Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.

Skills Analysis — AI Vulnerability

AI can replicate (0)
AI-resistant (1)
Mixed
Active Listening65%
Speaking60%
Coordination62%
Monitoring58%
Time Management55%

Career Pivot Paths

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Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

9.2
/ 10
High Risk
92% automation risk

"Your job is so automatable, AI finished this analysis before you loaded the page."

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TEXTILE WINDING, TWISTING, AND DRAWING OUT MACHINE SETTERS, OPERATORS, AND TENDERS
9.2

/ 10

HIGH RISK

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You're more at risk than a Animal Scientists (score: 2.0). Maybe it's time to rethink.

This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →