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Automation Risk Analysis

Will “Roof Observer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #258 of 702. Estimated risk: 37.0%

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AI Exposure Risk

28%

“Roof Observer” 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%

“Roof Observer” 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

  • Clean and prepare sites for excavation or boring.

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

  • Dig trenches.

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

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

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

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

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

  • Organize materials to prepare for use.

  • Signal workers to start geological material extraction or boring.

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

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

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

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

Technologies & Software

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