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Automation Risk Analysis

Will “Bread Oven Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Bread Oven 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%

“Bread Oven 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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles