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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

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

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

  • 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.

  • Control traffic.

  • 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.

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

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

  • Set up and tear down equipment.

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

  • 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.

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

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

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

  • Shovel blacktop.

  • Coordinate truck dumping.

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

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

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

Technologies & Software

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