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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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles