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Automation Risk Analysis

Will “Loading Machine Operator Helper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #258 of 702. Estimated risk: 37.0%

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AI Exposure Risk

28%

“Loading Machine Operator 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%

“Loading Machine Operator 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

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

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

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

  • Organize materials to prepare for use.

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

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

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

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

  • Clean and prepare sites for excavation or boring.

  • Dig trenches.

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

  • Signal workers to start geological material extraction or boring.

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

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

Technologies & Software

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