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Automation Risk Analysis

Will “Cooker Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Cooker Tender” 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%

“Cooker Tender” 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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles