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Automation Risk Analysis

Will “Pad Extractor Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Pad Extractor 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%

“Pad Extractor 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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles