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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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles