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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

  • 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.

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

  • 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.

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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles