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Automation Risk Analysis

Will “Lehr Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Lehr 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%

“Lehr 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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles