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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 55%
Robot Risk 62%

Core Skills & Abilities

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

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

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

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

  • Record production data, and maintain production logs.

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

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

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

  • Inspect furnaces and equipment to locate defects and wear.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles