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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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Raze buildings or salvage useful materials.

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

Technologies & Software

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

Alternative Job Titles