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Automation Risk Analysis

Will “Coal Loader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #258 of 702. Estimated risk: 37.0%

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AI Exposure Risk

28%

“Coal Loader” will almost certainly not 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 28% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

68%

“Coal Loader” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 68% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Helpers--Extraction Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Help extraction craft workers, such as earth drillers, blasters and explosives workers, derrick operators, and mining machine operators, by performing duties requiring less skill. Duties include supplying equipment or cleaning work area.

Avg. Annual Salary $50,330
Avg. Hourly Wage $24.20
Available Jobs (US) 6,720
Job Title & Hierarchy Code (SOC) Helpers--Extraction Workers #47-5081
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Helpers--Extraction Workers”

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Core Skills & Abilities

  • Dismantle extracting and boring equipment used for excavation, using hand tools.

  • Drive moving equipment to transport materials and parts to excavation sites.

  • Clean up work areas and remove debris after extraction activities are complete.

  • Collect and examine geological matter, using hand tools and testing devices.

  • Provide assistance to extraction craft workers, such as earth drillers and derrick operators.

  • Unload materials, devices, and machine parts, using hand tools.

  • Dig trenches.

  • Observe and monitor equipment operation during the extraction process to detect any problems.

  • Organize materials to prepare for use.

  • Set up and adjust equipment used to excavate geological materials.

  • Signal workers to start geological material extraction or boring.

  • Load materials into well holes or into equipment, using hand tools.

  • Clean and prepare sites for excavation or boring.

  • Repair and maintain automotive and drilling equipment, using hand tools.

Technologies & Software

  • Microsoft Word
  • ChatGPT (OpenAI)
  • Google Docs
  • Procore AI
  • Enterprise resource planning ERP software
  • Microsoft Outlook
  • Microsoft Office software
  • Autodesk Construction AI
  • Microsoft Excel
  • Gemini for Workspace
  • Buildots AI
  • Rig mud pumps
  • Cutting machines
  • Bell reamers
  • Multipurpose wrenches
  • Materials conveyors
  • Lube guns
  • Explosive blasting caps
  • Remote firing devices
  • Hand augers
  • Mobile radios
  • Electrical detonators
  • Four-wheel drive front end loaders
  • Core drill rigs
  • Truck-mounted derricks
  • Claw hammers
  • Longwall shears
  • Mud rotary drills
  • Personal computers
  • Raise drills
  • Field forklifts
  • High pressure steam cleaners
  • Drilling mud tanks
  • Hoisting equipment
  • Spirit levels
  • Portable sump pumps
  • Hydraulic rams
  • Utility trucks
  • Prying tools
  • Compact tracked excavators
  • Shielded arc welding tools
  • Power rock coring drills
  • Hydraulic boring machines