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Automation Risk Analysis

Will “Black Ash Burner Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Black Ash Burner Operator” 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%

“Black Ash Burner Operator” 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.

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles