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Automation Risk Analysis

Will “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%

“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%

“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

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

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

  • 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.

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

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

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

  • Control traffic.

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

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

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

  • Coordinate truck dumping.

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

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

  • 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.

  • Set up and tear down equipment.

  • Shovel blacktop.

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

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

Technologies & Software

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