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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

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

  • 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.

  • 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.

  • Set up and tear down equipment.

  • Control traffic.

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

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

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

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

  • Coordinate truck dumping.

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

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

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

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

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

  • Shovel blacktop.

Technologies & Software

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