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Automation Risk Analysis

Will “Black Top Roller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #472 of 702. Estimated risk: 83.0%

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AI Exposure Risk

41%

“Black Top Roller” 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%

“Black Top Roller” 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

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

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

  • Control traffic.

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

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

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

  • Coordinate truck dumping.

  • Set up and tear down equipment.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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