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Automation Risk Analysis

Will “Clay Roaster” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Clay Roaster” 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%

“Clay Roaster” 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles