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Automation Risk Analysis

Will “Cupola Man” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Cupola Man” 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%

“Cupola Man” 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles