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Automation Risk Analysis

Will “Machine Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #258 of 702. Estimated risk: 37.0%

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AI Exposure Risk

28%

“Machine 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%

“Machine 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

  • Signal workers to start geological material extraction or boring.

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

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

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

  • Organize materials to prepare for use.

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

  • Dig trenches.

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

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

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

  • Clean and prepare sites for excavation or boring.

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

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

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

Technologies & Software

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