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Automation Risk Analysis

Will “Charcoal Burner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Charcoal Burner” 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%

“Charcoal Burner” 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.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles