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Automation Risk Analysis

Will “Arc and Argon Oxygen Decarburization Melter (ARC and AOD Melter)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #516 of 702. Estimated risk: 88.0%

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AI Exposure Risk

45%

“Arc and Argon Oxygen Decarburization Melter (ARC and AOD Melter)” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

64%

“Arc and Argon Oxygen Decarburization Melter (ARC and AOD Melter)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 64% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Metal-Refining Furnace Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $57,290
Avg. Hourly Wage $27.55
Available Jobs (US) 20,330
Job Title & Hierarchy Code (SOC) Metal-Refining Furnace Operators and Tenders #51-4051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Metal-Refining Furnace Operators and Tenders”

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Related Occupations & Automation Risk

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AI Risk 59%
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Robot Risk 61%

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AI Risk 55%
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AI Risk 55%
Robot Risk 62%

Core Skills & Abilities

  • Operate controls to move or discharge metal workpieces from furnaces.

  • Observe operations inside furnaces, using television screens, to ensure that problems do not occur.

  • Drain, transfer, or remove molten metal from furnaces, and place it into molds, using hoists, pumps, or ladles.

  • Kindle fires, and shovel fuel and other materials into furnaces or onto conveyors by hand, with hoists, or by directing crane operators.

  • Sprinkle chemicals over molten metal to bring impurities to the surface.

  • Weigh materials to be charged into furnaces, using scales.

  • Record production data, and maintain production logs.

  • Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

  • Scrape accumulations of metal oxides from floors, molds, and crucibles, and sift and store them for reclamation.

  • Direct work crews in the cleaning and repair of furnace walls and flooring.

  • Inspect furnaces and equipment to locate defects and wear.

  • Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.

  • Remove impurities from the surface of molten metal, using strainers.

  • Prepare material to load into furnaces, including cleaning, crushing, or applying chemicals, by using crushing machines, shovels, rakes, or sprayers.

  • Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.

Technologies & Software

  • Cognex Vision AI
  • Process control software
  • Microsoft Office software
  • ABB AI Robotics
  • Process safety management software
  • Microsoft Excel
  • Siemens Industrial AI
  • Rockwell Automation AI
  • Production tracking system software
  • Sight Machine AI
  • Protective respirators
  • Basic oxygen furnaces
  • Foundry overhead cranes
  • Scrap charging buckets
  • Foundry casting ladles
  • Control computers
  • Holding conveyors
  • Pivoting conveyors
  • Scissor lifts
  • Ladle refining furnaces
  • Digital wattmeters
  • Conveyor belt systems
  • Heat reflective gloves
  • Gas furnaces
  • Evaporative cooling systems
  • Anneal furnaces
  • Chemical protection goggles
  • Foundry shovels
  • Removable crucible furnaces
  • Hearing protection plugs
  • Air gauges
  • Argon purging systems
  • Digital ammeters
  • Coal furnaces
  • Industrial safety glasses
  • Oil furnaces
  • Fluid flow meters
  • Foundry treatment ladles
  • Pyrometers
  • Digital voltmeters
  • Channel induction furnaces
  • Electric induction furnaces
  • Industrial vacuum pumps
  • Rheostats
  • Coreless induction furnaces
  • Oxygen lances
  • Vibratory conveyors
  • Helium leak detectors
  • Feed scales
  • Pressure gauges
  • Drying systems
  • Foundry transfer ladles
  • Open-hearth furnaces
  • Blast furnaces
  • Vacuum furnaces
  • Wheeled forklifts
  • Electric arc furnaces
  • Foundry molds
  • Power hoists
  • Digital thermometers
  • Sprayers
  • Slag crushing machines
  • Closed circuit television monitors

Alternative Job Titles