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Automation Risk Analysis

Will “Flame Degreaser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Flame Degreaser” will maybe 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

60%

“Flame Degreaser” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend heating equipment other than basic metal, plastic, or food processing equipment. Includes activities such as annealing glass, drying lumber, curing rubber, removing moisture from materials, or boiling soap.

Avg. Annual Salary $49,250
Avg. Hourly Wage $23.68
Available Jobs (US) 16,160
Job Title & Hierarchy Code (SOC) Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders #51-9051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders”

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Core Skills & Abilities

  • Load equipment receptacles or conveyors with material to be processed, by hand or using hoists.

  • Record gauge readings, test results, and shift production in log books.

  • Direct crane operators and crew members to load vessels with materials to be processed.

  • Transport materials and products to and from work areas, manually or using carts, handtrucks, or hoists.

  • Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.

  • Confer with supervisors or other equipment operators to report equipment malfunctions or to resolve production problems.

  • Feed fuel, such as coal and coke, into fireboxes or onto conveyors, and remove ashes from furnaces, using shovels and buckets.

  • Examine or test samples of processed substances, or collect samples for laboratory testing, to ensure conformance to specifications.

  • Weigh or measure specified amounts of ingredients or materials for processing, using devices such as scales and calipers.

  • Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.

  • Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.

  • Press and adjust controls to activate, set, and regulate equipment according to specifications.

  • Remove products from equipment, manually or using hoists, and prepare them for storage, shipment, or additional processing.

  • Replace worn or defective equipment parts, using hand tools.

  • Stop equipment and clear blockages or jams, using fingers, wire, or hand tools.

  • Monitor equipment operation, gauges, and panel lights to detect deviations from standards.

  • Clean, lubricate, and adjust equipment, using scrapers, solvents, air hoses, oil, and hand tools.

Technologies & Software

  • ChatGPT (OpenAI)
  • Cognex Vision AI
  • Microsoft Word
  • ABB AI Robotics
  • Gemini (Google)
  • Kimi (Moonshot AI)
  • Siemens Industrial AI
  • Inventory tracking software
  • Mistral (Mistral AI)
  • Llama (Meta)
  • Sight Machine AI
  • Claude (Anthropic)
  • Nova (Amazon)
  • Microsoft Excel
  • Rockwell Automation AI
  • Grok (xAI)
  • Machine operation software
  • Qwen (Alibaba)
  • DeepSeek
  • Continuous baking furnaces
  • Curing ovens
  • Wheeled forklifts
  • Hot air core drying ovens
  • Digital bench scales
  • Self-calculating balances
  • Glass kilns
  • Optical pyrometers
  • Dielectric power loss moisture meters
  • Digital hygrometers
  • Digital calipers
  • Basket strainers
  • Industrial production electric furnaces
  • Skid steers
  • Digital micrometers
  • Industrial air dryers
  • Handtrucks
  • Electronic top-loading balances
  • Natural gas powered boilers
  • Table saws
  • Electric hoists
  • Tracked overhead cranes
  • Cleaning scrapers
  • Moving carts
  • Resistance moisture meters
  • Conveyor belts
  • Drying ovens
  • Material shovels
  • Radial arm saws
  • Triple beam balances
  • High-heat digital thermometers
  • Portable saws
  • Electric moisture meters
  • Swing saws

Alternative Job Titles