SOC 51-6062
Textile Cutting Machine Setters, Operators, and Tenders
Risk Score
โ ๏ธ73/100
High Risk
US Employment
๐ฅ8,960
Total workers
Median Wage
๐ฐ$38K
$27K โ $49K
Projected Growth
๐-11.7%
2023-2033 (BLS)
GenAI Exposure
๐ค31/100
Moderate exposure
๐ก Textile Cutting Machine Setters, Operators, and Tenders face a risk score of 73/100 โ 29 points above the national average of 44. With only 31/100 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 73/100, Textile Cutting 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 8,960 Americans in this role should actively develop skills in troubleshooting complex equipment malfunctions 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 Cutting 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
Predictive maintenance reducing manual inspection roles
Smart factory scheduling and production optimization
๐ก๏ธ Tasks Safe from Automation
Troubleshooting complex equipment malfunctions
Coordinating workflow across diverse production teams
Quality judgment requiring tactile and visual inspection
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
Inspect products to ensure that the quality standards and specifications are met.
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.
Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products.
Record information about work completed and machine settings.
๐ป Technology Skills
Computer aided design CAD software
Industrial control software
Spreadsheet software
Office suite software
Electronic mail software
๐ Key Knowledge Areas
Production and Processing
Mathematics
Mechanical
English Language
Design
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 | 51% |
| First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors | 25 | $62K | 61% |
| Fabric and Apparel Patternmakers | 33 | $68K | 80% |