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Automation Risk Analysis

Will “Kettle Coordinator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Kettle Coordinator” 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%

“Kettle Coordinator” 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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles