Rankings β Will AI Replaceβ¦
Will AI Replace Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders?
π‘ Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders have a composite risk score of 72/100 (Frey-Osborne probability: 96%, GenAI exposure: 38/100). With 20,600 workers in the US, this is one of the most AI-vulnerable occupations. Full occupation profile β
π― The Verdict
Likely for many tasks. The role will look very different in 5β10 years.
With 20,600 workers and a median wage of $38K,textile winding, twisting, and drawing out machine setters, operators, and tenders represent a significant portion of the US workforce. Their GenAI exposure index is 38%, meaning a minority of their core tasks overlap with current generative AI capabilities.
Risk Score
72/100
Employment
20,600
Median Wage
$38K
GenAI Exposure
38%
β οΈ Top Risk Factors
Industrial robotics replacing manual assembly tasks
AI quality inspection via computer vision systems
Automated CNC programming and machine operation
Cobots handling repetitive material handling tasks
Predictive maintenance reducing manual inspection roles
π‘οΈ Tasks AI Can't Easily Replace
Handling non-standard materials and configurations
Coordinating workflow across diverse production teams
Setup and calibration of custom production runs
π Career Transition Paths
Related occupations with lower AI risk and high skills overlap:
Engineers
69% skills overlap Β· $106K median wage
First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors
59% skills overlap Β· $62K median wage
Fabric and Apparel Patternmakers
78% skills overlap Β· $68K median wage
β Frequently Asked Questions
Will AI completely replace textile winding, twisting, and drawing out machine setters, operators, and tenders?
Likely for many tasks. The role will look very different in 5β10 years.
What is the AI risk score for textile winding, twisting, and drawing out machine setters, operators, and tenders?
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders have a composite AI automation risk score of 72 out of 100, classified as "High Risk".
How many textile winding, twisting, and drawing out machine setters, operators, and tenders are there in the US?
There are approximately 20,600 textile winding, twisting, and drawing out machine setters, operators, and tenders employed in the United States.
What do textile winding, twisting, and drawing out machine setters, operators, and tenders earn?
The median annual wage for textile winding, twisting, and drawing out machine setters, operators, and tenders is $38K.
What skills should textile winding, twisting, and drawing out machine setters, operators, and tenders develop?
Focus on tasks AI can't easily replicate: handling non-standard materials and configurations, coordinating workflow across diverse production teams, setup and calibration of custom production runs. These human-centric skills will become more valuable as routine tasks are automated.