SOC 51-6064
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Risk Score
โ ๏ธ72/100
High Risk
US Employment
๐ฅ20,600
Total workers
Median Wage
๐ฐ$38K
$30K โ $47K
Projected Growth
๐-9%
2023-2033 (BLS)
GenAI Exposure
๐ค38/100
Moderate exposure
๐ก Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders face a risk score of 72/100 โ 28 points above the national average of 44. With only 38/100 GenAI exposure, most core tasks remain resistant to current AI capabilities. See our methodology โ
๐ก Workers in this field earn $38K. The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths โ
๐ AI Impact Analysis
With a risk score of 72/100, Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders faces significant automation pressure. Key threats include industrial robotics replacing manual assembly tasks and ai quality inspection via computer vision systems. The 20,600 Americans in this role should actively develop skills in handling non-standard materials and configurations and coordinating workflow across diverse production teams to remain competitive. Workers who proactively adapt will find new opportunities even as traditional tasks are automated.
Will AI Replace Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths โ
โ ๏ธ 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
๐ก๏ธ Tasks Safe from Automation
Handling non-standard materials and configurations
Coordinating workflow across diverse production teams
Setup and calibration of custom production runs
๐ Task Automation Breakdown
Based on O*NET task analysis and GenAI exposure scoring. Shows the estimated proportion of this occupation's core tasks that are automatable by current AI, augmented by AI tools, or require essential human skills.
๐ O*NET Task Profile
Notify supervisors or mechanics of equipment malfunctions.
Thread yarn, thread, or fabric through guides, needles, and rollers of machines.
Start machines, monitor operation, and make adjustments as needed.
Inspect machinery to determine whether repairs are needed.
Record production data such as numbers and types of bobbins wound.
๐ป Technology Skills
Computer aided manufacturing CAM software
Spreadsheet software
Office suite software
Electronic mail software
Word processing software
๐ Key Knowledge Areas
Production and Processing
Administration and Management
Mechanical
Public Safety and Security
Personnel and Human Resources
๐ vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
๐ Career Transition Paths
| Occupation | Risk | Wage | Overlap |
|---|---|---|---|
| Engineers | 20 | $106K | 69% |
| First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors | 25 | $62K | 59% |
| Fabric and Apparel Patternmakers | 33 | $68K | 78% |