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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

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

  • Control traffic.

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

  • Coordinate truck dumping.

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

  • 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.

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

  • Set up and tear down equipment.

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

  • 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.

  • Shovel blacktop.

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

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

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

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

  • 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.

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

Technologies & Software

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