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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

  • Signal workers to start geological material extraction or boring.

  • 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.

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

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

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

  • Dig trenches.

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

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

  • Organize materials to prepare for use.

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

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

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

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  • Claw hammers
  • Rig mud pumps
  • Mud rotary drills
  • High pressure steam cleaners
  • Remote firing devices
  • Multipurpose wrenches
  • Lube guns
  • Explosive blasting caps
  • Truck-mounted derricks
  • Hoisting equipment
  • Drilling mud tanks
  • Utility trucks
  • Hydraulic rams
  • Shielded arc welding tools
  • Hydraulic boring machines
  • Power rock coring drills
  • Bell reamers
  • Personal computers
  • Mobile radios
  • Compact tracked excavators
  • Hand augers
  • Portable sump pumps
  • Spirit levels
  • Longwall shears
  • Prying tools
  • Cutting machines
  • Raise drills
  • Field forklifts
  • Four-wheel drive front end loaders
  • Electrical detonators
  • Materials conveyors
  • Core drill rigs