SOC 51-3091
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Risk Score
⚠️64/100
High Risk
US Employment
👥19,500
Total workers
Median Wage
💰$43K
$32K – $60K
Projected Growth
📈+0.6%
2023-2033 (BLS)
GenAI Exposure
🤖53/100
Moderate exposure
💡 Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders face a risk score of 64/100 — 20 points above the national average of 44. With 53/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology →
💡 Workers in this field earn $43K. The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →
🔍 AI Impact Analysis
With a risk score of 64/100, Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders faces moderate automation pressure. While tasks like industrial robotics replacing manual assembly tasks are increasingly handled by AI, the role retains significant human elements. The 19,500 workers in this occupation should focus on strengthening skills in troubleshooting complex equipment malfunctions and quality judgment requiring tactile and visual inspection to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
Industrial robotics replacing manual assembly tasks
AI quality inspection via computer vision systems
Cobots handling repetitive material handling tasks
Automated CNC programming and machine operation
🛡️ Tasks Safe from Automation
Troubleshooting complex equipment malfunctions
Quality judgment requiring tactile and visual inspection
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 | 77% |