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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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles