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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

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

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

  • 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.

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

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

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

  • Coordinate truck dumping.

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

  • Control traffic.

  • Shovel blacktop.

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

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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