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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

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles