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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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles