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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

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

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

  • Dig trenches.

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

  • Clean and prepare sites for excavation or boring.

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

  • Signal workers to start geological material extraction or boring.

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

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

  • Load materials into well holes or into equipment, 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.

  • Organize materials to prepare for use.

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

Technologies & Software

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