Career Explorer Production
Human edge, steady
Metal-refining furnace operators and tenders
Operate or tend furnaces, such as gas, oil, coal, electric-arc or electric induction, open-hearth, or oxygen furnaces, to melt and refine metal before casting or to produce specified types of steel.
In the middle of the pack: more resilient than 58% of the 831 careers we score. AI exposure is very low (the Bureau of Labor Statistics rates it low), and US jobs are projected to change by -2.9% by 2035, expected to shrink. The work leans on physical dexterity.
AI struggles with much of this work. Hiring is expected to grow slower than average, or to shrink.
- Median pay (2025)
- $54,430
- Job growth to 2035
- -2.9%
- Openings a year
- 1,400
- People doing it (2025)
- 16,800
- Usual route in
- High school diploma, then moderate on-the-job training
Where people already use AI for this work
- Adjust equipment to ensure adequate performance
- Determine resource needs of projects or operations
- Measure physical characteristics of materials, products, or equipment
From Microsoft Research, Working with AI (2025).
Work AI rarely helps with
- Prepare industrial materials for processing or use
- Load products, materials, or equipment for transportation or further processing
- Monitor equipment operation
What the work looks like
- 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.
- Prepare material to load into furnaces, including cleaning, crushing, or applying chemicals, by using crushing machines, shovels, rakes, or sprayers.
- Weigh materials to be charged into furnaces, using scales.
- Record production data, and maintain production logs.
From O*NET 31.0, US Department of Labor.
What the Bureau of Labor Statistics expects
- Fewer of these jobs, as modern furnaces incorporate more automation in monitoring and controlling of processes and systems. These changes are expected to increase productivity, allowing more output to be produced with the same amount of labor.
Careers using similar strengths, with a stronger outlook
- Extruding, forming, pressing, and compacting machine setters, operators, and tendersHuman edge, steady, Index 65, +1.5%
- Furnace, kiln, oven, drier, and kettle operators and tendersHuman edge, steady, Index 73, +2.6%
- Packaging and filling machine operators and tendersHuman edge, growing, Index 91, +4.1%
- Coating, painting, and spraying machine setters, operators, and tendersHuman edge, steady, Index 78, +2.5%
Also known as: Central Melt Specialist, Furnace Operator, Melter, Vacuum Melter, Arc and Argon Oxygen Decarburization Melter (ARC and AOD Melter), Automatic Furnace Operator, Control Room Operator, Electric Melt Operator.
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Sources: US Bureau of Labor Statistics Employment Projections 2025 to 2035; O*NET 31.0; Microsoft Research (2025); Anthropic Economic Index (2026); Eloundou and colleagues (Science, 2024); Felten, Raj and Seamans (2023). How we score. Updated 12 October 2026.