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Automation Risk Analysis

Will “Shale Planer 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%

“Shale Planer 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%

“Shale Planer 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

  • Dig trenches.

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

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

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

  • Clean and prepare sites for excavation or boring.

  • Organize materials to prepare for use.

  • 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.

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

  • Signal workers to start geological material extraction or boring.

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

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

Technologies & Software

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