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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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Coordinate truck dumping.

  • Shovel blacktop.

  • Set up and tear down equipment.

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

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

Technologies & Software

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