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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

  • Organize materials to prepare for use.

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

  • Dig trenches.

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

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

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

  • Clean and prepare sites for excavation or boring.

  • Signal workers to start geological material extraction or boring.

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

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

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

  • Unload materials, devices, and machine parts, 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.

Technologies & Software

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