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Automation Risk Analysis

Will “Cupola Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Cupola Worker” 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 Worker” 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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles