SOC 51-4051
Metal-Refining Furnace Operators and Tenders
Risk Score
โ ๏ธ63/100
High Risk
US Employment
๐ฅ20,330
Total workers
Median Wage
๐ฐ$56K
$39K โ $80K
Projected Growth
๐-2.3%
2023-2033 (BLS)
GenAI Exposure
๐ค46/100
Moderate exposure
๐ก Metal-Refining Furnace Operators and Tenders face a risk score of 63/100 โ 19 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 โ
๐ก Workers in this field earn $56K ($9K above the national median). 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 63/100, Metal-Refining Furnace 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 20,330 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 Metal-Refining Furnace 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
๐ก๏ธ Tasks Safe from Automation
Troubleshooting complex equipment malfunctions
Quality judgment requiring tactile and visual inspection
Coordinating workflow across diverse production teams
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
Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.
Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
Weigh materials to be charged into furnaces, using scales.
Record production data, and maintain production logs.
Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
๐ป Technology Skills
Spreadsheet software
Office suite software
Industrial control software
Data base user interface and query software
Inventory management software
๐ Key Knowledge Areas
Production and Processing
Mechanical
Public Safety and Security
Administration and Management
Education and Training
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 | 75% |