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Automation Risk Analysis

Will “Asphalt Raker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #512 of 702. Estimated risk: 88.0%

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AI Exposure Risk

48%

“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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“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 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Construction Laborers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform tasks involving physical labor at construction sites. May operate hand and power tools of all types: air hammers, earth tampers, cement mixers, small mechanical hoists, surveying and measuring equipment, and a variety of other equipment and instruments. May clean and prepare sites, dig trenches, set braces to support the sides of excavations, erect scaffolding, and clean up rubble, debris, and other waste materials. May assist other craft workers.

Avg. Annual Salary $51,260
Avg. Hourly Wage $24.64
Available Jobs (US) 1,057,660
Job Title & Hierarchy Code (SOC) Construction Laborers #47-2061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Construction Laborers”

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Core Skills & Abilities

  • Install sewer, water, or storm drain pipes, using pipe-laying machinery or laser guidance equipment.

  • Smooth or finish freshly poured cement or concrete, using floats, trowels, screeds, or powered cement finishing tools.

  • Read plans, instructions, or specifications to determine work activities.

  • Measure, mark, or record openings or distances to layout areas where construction work will be performed.

  • Dig ditches or trenches, backfill excavations, or compact and level earth to grade specifications, using picks, shovels, pneumatic tampers, or rakes.

  • Grind, scrape, sand, or polish surfaces, such as concrete, marble, terrazzo, or wood flooring, using abrasive tools or machines.

  • Lubricate, clean, or repair machinery, equipment, or tools.

  • Raze buildings or salvage useful materials.

  • Mix ingredients to create compounds for covering or cleaning surfaces.

  • Spray materials, such as water, sand, steam, vinyl, paint, or stucco, through hoses to clean, coat, or seal surfaces.

  • Erect or dismantle scaffolding, shoring, braces, traffic barricades, ramps, or other temporary structures.

  • Control traffic passing near, in, or around work zones.

  • Load, unload, or identify building materials, machinery, or tools, distributing them to the appropriate locations, according to project plans or specifications.

  • Operate jackhammers or drills to break up concrete or pavement.

  • Mop, brush, or spread paints, cleaning solutions, or other compounds over surfaces to clean them or to provide protection.

  • Tend machines that pump concrete, grout, cement, sand, plaster, or stucco through spray guns for application to ceilings or walls.

  • Position or dismantle forms for pouring concrete, using saws, hammers, nails, or bolts.

  • Place, consolidate, or protect case-in-place concrete or masonry structures.

  • Apply caulking compounds by hand or caulking guns to protect against entry of water or air.

  • Provide assistance to craft workers, such as carpenters, plasterers, or masons.

  • Signal equipment operators to facilitate alignment, movement, or adjustment of machinery, equipment, or materials.

  • Mix, pour, or spread concrete, using portable cement mixers.

  • Perform site activities required of green certified construction practices, such as implementing waste management procedures, identifying materials for reuse, or installing erosion or sedimentation control mechanisms.

  • Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.

  • Clean or prepare construction sites to eliminate possible hazards.

  • Position, join, align, or seal structural components, such as concrete wall sections or pipes.

  • Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.

Technologies & Software

  • Microsoft Office software
  • ChatGPT (OpenAI)
  • Oracle Primavera Enterprise Project Portfolio Management
  • Microsoft Outlook
  • Microsoft Excel
  • Procore AI
  • Microsoft Word
  • Buildots AI
  • Gemini for Workspace
  • Autodesk Construction AI
  • Autodesk Revit
  • Microsoft Windows
  • Hole cutters
  • Trenchers
  • Impact hammers
  • Levels
  • Spirit levels
  • Plasma cutters
  • Walk-behind saws
  • Asphalt saws
  • Rakes
  • Micrometers
  • Slings
  • Screeds
  • Pickup trucks
  • Dump trucks
  • Walk-behind compacting equipment
  • Crowbars
  • Salamanders
  • Screwdrivers
  • Swing chairs
  • Electric boring machines
  • Chain saws
  • Power screwdrivers
  • Laser measuring devices
  • Cold chisels
  • Forklifts
  • Reciprocating saws
  • Mortar mixers
  • Jet trucks for cleaning sewer lines
  • Motor graders
  • Floor sanders
  • Air monitoring equipment
  • Trowels
  • Robotic pipe cutters
  • Rotary hammers
  • Laser levels
  • Floor saws
  • Pneumatic staplers
  • Concrete pumpers
  • Coring machines
  • Ladders
  • Scaffolding
  • Masonry forklifts
  • Smudge pots
  • Hydraulic rock drills
  • Punches
  • Power buggies
  • Axes
  • Caulking guns
  • Surveying rods
  • Drill presses
  • Pressure washers
  • Welding hoods
  • Transit levels
  • Shovels
  • Crawler shovels
  • Power sanders
  • Bosun chairs
  • Hydraulic track-guided wall saws
  • Water spraying equipment
  • Pneumatic drills
  • Demolition saws
  • Two way radios
  • Nail guns
  • Remote pipe cameras
  • Loaders
  • Hydraulic boring machines
  • Cutout saws
  • Measuring wheels
  • Asphalt kettles
  • Shielded arc welding tools
  • Hydraulic booms
  • Tape measures
  • Kerosene burners
  • Oil distributors
  • Swing stages
  • Theodolites
  • Post hole augers
  • Air compressors
  • Sewer rodding machines
  • Hydraulic speed shoring equipment
  • Dynamite blasters
  • Gin poles
  • Weed sprayers
  • Temperature probes
  • Jackhammers
  • Brick carrier forks
  • Vibratory plate compactors
  • Tampers
  • Carpenters' levels
  • Air drills
  • Water levels
  • Robotic pipe cleaners
  • Manlifts
  • Road rollers
  • Tripods
  • Chipping guns
  • Tuck pointers
  • Scarifiers
  • Brick hammers
  • Torches
  • Steam cleaning equipment
  • Cable pullers
  • Pedestal grinders
  • Circular saws
  • Earth tampers
  • Impact wrenches
  • Liquid propane torches
  • Hoists
  • Hydraulic chainsaws
  • Brick tongs
  • Floats
  • Power drills
  • Bench grinders
  • Bale hooks
  • Adjustable wrenches
  • Saws
  • Pavement breakers
  • Rough terrain forklifts
  • Scissor lifts
  • Concrete mixers
  • Stucco spray guns
  • Mud jacks
  • Respirators
  • Wire stretchers
  • Paint sprayers
  • Hammers
  • Paddle mixers
  • Hand grinders
  • Plaster mixers
  • Mortar hoes
  • Wagon drills
  • Ride-on vacuum cleaners
  • Sewer cleaner vactors
  • Suction sweepers
  • Concrete saws
  • Carpenters' squares
  • Saber saws
  • Electric drills
  • Protective suits
  • Jig saws
  • Laser screeds
  • Generators
  • Asphalt mops
  • Laser guidance equipment for pipe placement
  • Calipers
  • Spades
  • Gas leak detection devices
  • Sidewalk sweepers
  • Cutoff saws
  • Winches
  • Mowing equipment
  • Chip spreaders
  • Plumb bobs
  • Mattocks
  • Adjustable widemouth pliers
  • Oxygen/acetylene torches
  • Guniting machines
  • Hammer drills
  • Forks
  • Water tank trucks
  • Belt conveyors
  • Hand trucks
  • Steam jennies
  • Smoke testers
  • Sandblasters
  • Fencing pliers
  • Disc grinders
  • Stump cutters
  • Skid steer loaders
  • Tappers
  • Snowplows
  • Picks
  • Fall arrest systems
  • Bandsaws
  • Water samplers

Alternative Job Titles