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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.

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

  • Coordinate truck dumping.

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

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

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

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

  • 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.

  • Shovel blacktop.

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

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

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

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

  • Set up and tear down equipment.

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

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

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

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

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

Technologies & Software

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