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Automation Risk Analysis

Will “Coke Burner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Coke 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%

“Coke 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

  • Replace worn or defective equipment parts, using 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles