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Automation Risk Analysis

Will “Asphalt Raker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #472 of 702. Estimated risk: 83.0%

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AI Exposure Risk

41%

“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 41% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

61%

“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 61% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Paving, Surfacing, and Tamping Equipment Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate equipment used for applying concrete, asphalt, or other materials to road beds, parking lots, or airport runways and taxiways or for tamping gravel, dirt, or other materials. Includes concrete and asphalt paving machine operators, form tampers, tamping machine operators, and stone spreader operators.

Avg. Annual Salary $58,660
Avg. Hourly Wage $28.20
Available Jobs (US) 45,680
Job Title & Hierarchy Code (SOC) Paving, Surfacing, and Tamping Equipment Operators #47-2071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Paving, Surfacing, and Tamping Equipment Operators”

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Core Skills & Abilities

  • Cut or break up pavement and drive guardrail posts, using machines equipped with interchangeable hammers.

  • Operate machines that clean or cut expansion joints in concrete or asphalt and that rout out cracks in pavement.

  • Coordinate truck dumping.

  • Set up and tear down equipment.

  • Drive and operate curbing machines to extrude concrete or asphalt curbing.

  • Operate tamping machines or manually roll surfaces to compact earth fills, foundation forms, and finished road materials, according to grade specifications.

  • Fill tanks, hoppers, or machines with paving materials.

  • Operate machines to spread, smooth, level, or steel-reinforce stone, concrete, or asphalt on road beds.

  • Inspect, clean, maintain, and repair equipment, using mechanics' hand tools, or report malfunctions to supervisors.

  • Control paving machines to push dump trucks and to maintain a constant flow of asphalt or other material into hoppers or screeds.

  • Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.

  • Drive machines onto truck trailers, and drive trucks to transport machines and material to and from job sites.

  • Operate oil distributors, loaders, chip spreaders, dump trucks, and snow plows.

  • Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.

  • Place strips of material, such as cork, asphalt, or steel into joints, or place rolls of expansion-joint material on machines that automatically insert material.

  • Set up forms and lay out guidelines for curbs, according to written specifications, using string, spray paint, and concrete or water mixes.

  • Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.

  • Control traffic.

  • Shovel blacktop.

  • Install dies, cutters, and extensions to screeds onto machines, using hand tools.

Technologies & Software

  • Time report software
  • Autodesk AutoCAD Civil 3D
  • Word processing software
  • Spreadsheet software
  • Gemini for Workspace
  • Email software
  • Buildots AI
  • Autodesk Construction AI
  • Microsoft Office software
  • Database software
  • Warehouse management system WMS
  • ChatGPT (OpenAI)
  • Microsoft Excel
  • Procore AI
  • HCSS HeavyBid
  • Microsoft Outlook
  • Cold planers
  • Tamping machines
  • Wheel loaders
  • Automatic paving control systems
  • Vibrating concrete screeds
  • Cold in-place recyclers
  • Pavement marking machines
  • Straightedges
  • Flatbed truck trailers
  • Robotic paving machines
  • Respirators
  • Locking pliers
  • Slip form machines
  • Windrow pickup machines
  • Power extendable screeds
  • Manual rollers
  • Pneumatic rollers
  • Desktop computers
  • Snowplows
  • Dump trucks
  • Personal computers
  • Compactors
  • Nut drivers
  • Chip spreaders
  • Concrete saws
  • String lines
  • Transit levels
  • Motor graders
  • Concrete paving machines
  • Oil distributors
  • Rubber-track asphalt pavers
  • Asphalt heating equipment
  • Rolling machines
  • Road heater-planers
  • Paving curbing machines
  • Self-contained breathing apparatus
  • Adjustable wrenches
  • Vibratory rollers
  • Surveying tapes
  • Straight screwdrivers
  • Asphalt distributor trucks
  • Asphalt mixing equipment
  • Liquid asphalt storage equipment
  • Profiling equipment
  • Pneumatic paving breakers
  • Laser levels
  • Static rollers
  • Self-propelled material transfer devices
  • Skid steer loaders
  • Asphalt rakes
  • Two way radios
  • Paving finishing machines
  • Claw hammers
  • Hot mix material transfer devices
  • Asphalt paving machines
  • Milling machines
  • Rubber-tired asphalt pavers
  • Jackhammers