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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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles