SOC 51-2021
Coil Winders, Tapers, and Finishers
Risk Score
⚠️58/100
Elevated
US Employment
👥12,170
Total workers
Median Wage
💰$47K
$35K – $63K
Projected Growth
📈-6.3%
2023-2033 (BLS)
GenAI Exposure
🤖46/100
Moderate exposure
💡 Coil Winders, Tapers, and Finishers face a risk score of 58/100 — 14 points above the national average of 44. With only 46/100 GenAI exposure, most core tasks remain resistant to current AI capabilities. See our methodology →
💡 Workers in this field earn $47K ($950 above the national median). The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →
🔍 AI Impact Analysis
With a risk score of 58/100, Coil Winders, Tapers, and Finishers faces moderate automation pressure. While tasks like automated cnc programming and machine operation are increasingly handled by AI, the role retains significant human elements. The 12,170 workers in this occupation should focus on strengthening skills in coordinating workflow across diverse production teams and quality judgment requiring tactile and visual inspection to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Coil Winders, Tapers, and Finishers?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
Automated CNC programming and machine operation
Cobots handling repetitive material handling tasks
Smart factory scheduling and production optimization
AI quality inspection via computer vision systems
🛡️ Tasks Safe from Automation
Coordinating workflow across diverse production teams
Quality judgment requiring tactile and visual inspection
Handling non-standard materials and configurations
Setup and calibration of custom production runs
📊 vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
🔄 Career Transition Paths
| Occupation | Risk | Wage | Overlap |
|---|---|---|---|
| Engineers | 20 | $106K | 61% |
| First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors | 25 | $62K | 51% |
| Fabric and Apparel Patternmakers | 33 | $68K | 80% |