As of June 2026, Metal-Refining Furnace Operators and Tenders has an AI-exposure score of 51/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.
Metal-Refining Furnace Operators and Tenders
More exposed than 36% of the roles we track. Median pay ~US$54,430. About 2,000 projected openings a year (BLS 2024–34 — growth plus replacement).
Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.
How you compare to similar Production roles
Your tasks, by AI exposure
- Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
- Record production data, and maintain production logs.
- Direct work crews in the cleaning and repair of furnace walls and flooring.
- Weigh materials to be charged into furnaces, using scales.
- Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
- Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.
- Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
- Kindle fires, and shovel fuel and other materials into furnaces or onto conveyors by hand, with hoists, or by directing crane operators.
- Scrape accumulations of metal oxides from floors, molds, and crucibles, and sift and store them for reclamation.
- Prepare material to load into furnaces, including cleaning, crushing, or applying chemicals, by using crushing machines, shovels, rakes, or sprayers.
- Remove impurities from the surface of molten metal, using strainers.
- Sprinkle chemicals over molten metal to bring impurities to the surface.
- Inspect furnaces and equipment to locate defects and wear.
- Operate controls to move or discharge metal workpieces from furnaces.
- Drain, transfer, or remove molten metal from furnaces, and place it into molds, using hoists, pumps, or ladles.
No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (87%).
Safer adjacent roles
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