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Automation Risk Analysis

Will “Coke Production Heater” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Coke Production Heater” 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 Production Heater” 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.

  • 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.

  • 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.

  • Examine or test samples of processed substances, or collect samples for laboratory testing, to ensure conformance to specifications.

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

  • 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.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles