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Automation Risk Analysis

Will “Petroleum Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Petroleum 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%

“Petroleum 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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles