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Automation Risk Analysis

Will “Steam 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%

“Steam 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%

“Steam 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

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

  • 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.

  • Set up and tear down equipment.

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

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

  • 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.

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

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

  • 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.

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

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

  • Shovel blacktop.

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

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

  • Control traffic.

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

  • Coordinate truck dumping.

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

Technologies & Software

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