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Automation Risk Analysis

Will “Roller Machine 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 Machine 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 Machine 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

  • Control traffic.

  • Shovel blacktop.

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

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

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

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

  • Set up and tear down equipment.

  • 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.

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

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

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

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

  • Coordinate truck dumping.

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

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

  • 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.

  • 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.

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

Technologies & Software

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