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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

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

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

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

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

  • Clean and prepare sites for excavation or boring.

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

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

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

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

  • Dig trenches.

  • Signal workers to start geological material extraction or boring.

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

  • Organize materials to prepare for use.

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

Technologies & Software

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