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Automation Risk Analysis

Will “Still Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Still 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%

“Still 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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles