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Automation Risk Analysis

Will “Lehr Loader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Lehr Loader” 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 Loader” 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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles