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Automation Risk Analysis

Will “Sterilizer 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%

“Sterilizer 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%

“Sterilizer 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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • Replace worn or defective equipment parts, using 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.

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

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

Technologies & Software

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

Alternative Job Titles