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Automation Risk Analysis

Will “Lens Hardener” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Lens Hardener” 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%

“Lens Hardener” 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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles