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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

  • 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.

  • Set up and tear down equipment.

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

  • 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.

  • Shovel blacktop.

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

  • Control traffic.

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

  • 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.

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

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

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

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

  • Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.

  • Coordinate truck dumping.

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

  • 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.

Technologies & Software

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