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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

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

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

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

  • Clean and prepare sites for excavation or boring.

  • Organize materials to prepare for use.

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

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

  • 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.

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

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

  • Signal workers to start geological material extraction or boring.

  • Dig trenches.

Technologies & Software

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