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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

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

  • Set pavers, aligning and spacing them correctly.

  • Cement the edges of the paved area.

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

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

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

  • 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.

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

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

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

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

  • Discuss the design with the client.

Technologies & Software

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

Alternative Job Titles