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

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

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

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

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

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

  • 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.

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

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

  • Coordinate truck dumping.

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

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

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

  • Set up and tear down equipment.

  • 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 traffic.

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

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

  • Shovel blacktop.

Technologies & Software

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