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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

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

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

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

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

  • Organize materials to prepare for use.

  • Dig trenches.

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

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

  • Clean and prepare sites for excavation or boring.

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

  • Signal workers to start geological material extraction or boring.

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

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

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

Technologies & Software

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