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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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles