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Automation Risk Analysis

Will “Flat Drier” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Flat Drier” 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%

“Flat Drier” 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles