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Automation Risk Analysis

Will “Glazing Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Glazing Machine 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%

“Glazing Machine 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.

  • 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.

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles