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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

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

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

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

  • Signal workers to start geological material extraction or boring.

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

  • Dig trenches.

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

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

  • Organize materials to prepare for use.

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

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

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

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

  • Clean and prepare sites for excavation or boring.

Technologies & Software

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