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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.

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

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

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

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

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

  • 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.

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

  • Clean and prepare sites for excavation or boring.

  • Dig trenches.

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

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

  • Signal workers to start geological material extraction or boring.

Technologies & Software

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