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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

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

  • 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.

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

  • 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.

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

  • Shovel blacktop.

  • 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.

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

  • Set up and tear down equipment.

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

  • 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.

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

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

  • Coordinate truck dumping.

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

Technologies & Software

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