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Automation Risk Analysis

Will “Continuous Miner Operator Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #258 of 702. Estimated risk: 37.0%

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AI Exposure Risk

28%

“Continuous Miner Operator Helper” 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%

“Continuous Miner Operator Helper” 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.

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

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

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

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

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

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

  • Signal workers to start geological material extraction or boring.

  • Clean and prepare sites for excavation or boring.

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

  • Dig trenches.

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

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

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

Technologies & Software

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