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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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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  • Industrial air dryers
  • Moving carts
  • Tracked overhead cranes
  • Dielectric power loss moisture meters
  • Handtrucks
  • Portable saws
  • Hot air core drying ovens
  • Triple beam balances
  • Electronic top-loading balances
  • Electric hoists
  • Digital calipers
  • Continuous baking furnaces
  • Digital bench scales
  • Industrial production electric furnaces
  • Natural gas powered boilers
  • Radial arm saws
  • Drying ovens
  • Digital micrometers
  • Conveyor belts
  • Skid steers
  • High-heat digital thermometers
  • Glass kilns
  • Optical pyrometers
  • Curing ovens
  • Basket strainers
  • Table saws
  • Resistance moisture meters
  • Self-calculating balances
  • Cleaning scrapers
  • Digital hygrometers
  • Wheeled forklifts
  • Swing saws
  • Electric moisture meters
  • Material shovels

Alternative Job Titles