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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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • Coordinate truck dumping.

  • Shovel blacktop.

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

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

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

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

  • 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.

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

  • Set up and tear down equipment.

Technologies & Software

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