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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

  • Set pavers, aligning and spacing them correctly.

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

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

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

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

  • 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.

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

  • Discuss the design with the client.

  • 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.

  • Cement the edges of the paved area.

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

Technologies & Software

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

Alternative Job Titles