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Automation Risk Analysis

Will “Label Drier” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Label 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%

“Label 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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles