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Automation Risk Analysis

Will “Steam Box Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Steam Box 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%

“Steam Box 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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles