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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

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

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

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

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

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

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

  • Dig trenches.

  • Organize materials to prepare for use.

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

  • Signal workers to start geological material extraction or boring.

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

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

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

  • Clean and prepare sites for excavation or boring.

Technologies & Software

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