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Automation Risk Analysis

Will “Black Mill Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Black Mill 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%

“Black Mill 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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles