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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

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

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

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

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

  • Coordinate truck dumping.

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

  • 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.

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

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

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

  • Shovel blacktop.

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

  • 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.

  • Set up and tear down equipment.

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

  • Control traffic.

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

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

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

Technologies & Software

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