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Automation Risk Analysis

Will “Reel Blade Bender Furnace Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Reel Blade Bender Furnace Tender” 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%

“Reel Blade Bender Furnace Tender” 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.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles