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Automation Risk Analysis

Will “Road Roller Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #472 of 702. Estimated risk: 83.0%

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AI Exposure Risk

41%

“Road Roller Operator” 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%

“Road Roller Operator” 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.

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

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

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

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

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

  • Set up and tear down equipment.

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

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

  • 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.

  • Coordinate truck dumping.

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

  • Shovel blacktop.

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

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

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

  • Control traffic.

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

Technologies & Software

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