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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

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

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

  • Organize materials to prepare for use.

  • 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.

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

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

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

  • Dig trenches.

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

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

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

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

Technologies & Software

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