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Automation Risk Analysis

Will “Asphalt Raker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #464 of 702. Estimated risk: 83.0%

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AI Exposure Risk

38%

“Asphalt Raker” will probably 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 38% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Asphalt Raker” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Segmental Pavers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Lay out, cut, and place segmental paving units. Includes installers of bedding and restraining materials for the paving units.

Job Title & Hierarchy Code (SOC) Segmental Pavers #47-4091
ℹ️

Data is based on the reference occupation: “Segmental Pavers”

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Related Occupations & Automation Risk

Construction and Building Inspectors

AI Risk 57%
Robot Risk 36%

Energy Auditors

AI Risk 56%
Robot Risk 43%

Helpers--Electricians

AI Risk 51%
Robot Risk 57%

Explosives Workers, Ordnance Handling Experts, and Blasters

AI Risk 50%
Robot Risk 63%

Construction Laborers

AI Risk 48%
Robot Risk 56%

Solar Photovoltaic Installers

AI Risk 48%
Robot Risk 57%

Core Skills & Abilities

  • Prepare base for installation by removing unstable or unsuitable materials, compacting and grading the soil, draining or stabilizing weak or saturated soils and taking measures to prevent water penetration and migration of bedding sand.

  • Screed sand level to an even thickness, and recheck sand exposed to elements, raking and rescreeding if necessary.

  • Resurface an outside area with cobblestones, terracotta tiles, concrete or other materials.

  • Sweep sand from the surface prior to opening to traffic.

  • Discuss the design with the client.

  • Compact bedding sand and pavers to finish the paved area, using a plate compactor.

  • Cement the edges of the paved area.

  • Set pavers, aligning and spacing them correctly.

  • Design paver installation layout pattern and create markings for directional references of joints and stringlines.

  • Cut paving stones to size and for edges, using a splitter and a masonry saw.

  • Supply and place base materials, edge restraints, bedding sand and jointing sand.

  • Sweep sand into the joints and compact pavement until the joints are full.

Technologies & Software

  • Microsoft Office software
  • Microsoft Excel
  • Gemini for Workspace
  • Depiction Software Deco-Con
  • UNI-GROUP Lockpave Pro
  • Depiction Software Hardscape Imaging
  • Database software
  • ChatGPT (OpenAI)
  • Web browser software
  • Autodesk Construction AI
  • Decorative Software Online Visualizers
  • Buildots AI
  • Depiction Software Deco-Con Estimator
  • Microsoft Word
  • Procore AI
  • Microsoft PowerPoint
  • Slide hammers
  • Pressure washers
  • Dust collectors
  • Laser levels
  • Paver block splitters
  • Jackhammers
  • Rubber hammers
  • Slab lifters
  • Pallet wagons
  • Vibratory plate compactors
  • Hardscape mallets
  • Demolition hammers
  • Mini excavators
  • Material hoists
  • Wheeled front end loaders
  • Fork-grapples
  • Chalk line markers
  • Paver adjusters
  • Paver washers
  • Paver scribers
  • Paver carts
  • Leaf blowers
  • Table saws
  • Chop saws
  • Paver extractors
  • Material moving cranes
  • Paver brooms
  • Paving edgers
  • Base rakes
  • Power brooms
  • Screed rails
  • Lifting spreaders
  • Bandcutters
  • Sand screeding equipment
  • Vacuum lifters
  • Masonry saws
  • Backhoes
  • Chainsaws
  • Forklifts
  • Stone grinders
  • Paver layout squares
  • Dump trucks
  • Paver pullers
  • Grout mixers
  • Skid steer loaders

Alternative Job Titles