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Automation Risk Analysis

Will “Batch and Furnace Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Batch and Furnace Operator” 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%

“Batch and Furnace Operator” 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

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

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

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

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

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

  • 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.

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

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

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

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

  • Monitor equipment operation, gauges, and panel lights to detect deviations from standards.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles