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Automation Risk Analysis

Will “Roughneck” be Automated?

Historical Context: Oxford Study (2013)

Ranked #258 of 702. Estimated risk: 37.0%

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AI Exposure Risk

28%

“Roughneck” 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%

“Roughneck” 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.

  • Signal workers to start geological material extraction or boring.

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

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

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

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

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

  • Dig trenches.

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

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

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

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

  • Clean and prepare sites for excavation or boring.

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

Technologies & Software

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