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Automation Risk Analysis

Will “Pot Fireman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Pot Fireman” 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%

“Pot Fireman” 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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles