SOC 51-4191
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
Risk Score
⚠️74/100
High Risk
US Employment
👥14,590
Total workers
Median Wage
💰$47K
$35K – $64K
Projected Growth
📈-12.8%
2023-2033 (BLS)
GenAI Exposure
🤖42/100
Moderate exposure
💡 Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic face a risk score of 74/100 — 30 points above the national average of 44. With only 42/100 GenAI exposure, most core tasks remain resistant to current AI capabilities. See our methodology →
💡 Workers in this field earn $47K ($1K 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 74/100, Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic faces significant automation pressure. Key threats include ai quality inspection via computer vision systems and industrial robotics replacing manual assembly tasks. The 14,590 Americans in this role should actively develop skills in quality judgment requiring tactile and visual inspection 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 Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
AI quality inspection via computer vision systems
Industrial robotics replacing manual assembly tasks
Cobots handling repetitive material handling tasks
Automated CNC programming and machine operation
Smart factory scheduling and production optimization
🛡️ Tasks Safe from Automation
Quality judgment requiring tactile and visual inspection
Coordinating workflow across diverse production teams
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 | 53% |
| First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors | 25 | $62K | 63% |
| Fabric and Apparel Patternmakers | 33 | $68K | 82% |