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Automation Risk Analysis

Will “Drying Unit Felting 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%

“Drying Unit Felting 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%

“Drying Unit Felting 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

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles