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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

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

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

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

  • Shovel blacktop.

  • Set up and tear down equipment.

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

  • Coordinate truck dumping.

  • 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.

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

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

  • Control traffic.

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

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

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

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

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

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

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

Technologies & Software

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