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Automation Risk Analysis

Will “Pumper Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #258 of 702. Estimated risk: 37.0%

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AI Exposure Risk

28%

“Pumper 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%

“Pumper 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

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

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

  • Signal workers to start geological material extraction or boring.

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

  • Clean and prepare sites for excavation or boring.

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

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

  • Organize materials to prepare for use.

  • Dig trenches.

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

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

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

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

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

Technologies & Software

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