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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

  • Dig trenches.

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

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

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

  • Organize materials to prepare for use.

  • Clean and prepare sites for excavation or boring.

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

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

  • 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.

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

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

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

Technologies & Software

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