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Automation Risk Analysis

Will “Charcoal Kiln 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 Kiln 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 Kiln 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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles