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Automation Risk Analysis

Will “Treating Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Treating Engineer” 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%

“Treating Engineer” 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

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

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

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

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

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

  • 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.

  • 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.

  • Clean, lubricate, and adjust equipment, using scrapers, solvents, air hoses, oil, and hand tools.

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles