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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

  • 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.

  • Set up and tear down equipment.

  • Shovel blacktop.

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

  • 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.

  • 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.

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

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

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

  • Coordinate truck dumping.

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

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

  • 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.

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

  • 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.

Technologies & Software

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