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Automation Risk Analysis

Will “Roadway Project Engineer” be Automated?

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AI Exposure Risk

55%

“Roadway Project Engineer” will maybe 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“Roadway Project Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Transportation Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop plans for surface transportation projects, according to established engineering standards and state or federal construction policy. Prepare designs, specifications, or estimates for transportation facilities. Plan modifications of existing streets, highways, or freeways to improve traffic flow.

Job Title & Hierarchy Code (SOC) Transportation Engineers #17-2051.01
ℹ️

Data is based on the reference occupation: “Transportation Engineers”

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Core Skills & Abilities

  • Plan alteration or modification of existing transportation structures to improve safety or function.

  • Supervise the maintenance or repair of transportation systems or system components.

  • Develop plans to deconstruct damaged or obsolete roadways or other transportation structures in a manner that is environmentally sound or prepares the land for sustainable development.

  • Evaluate construction project materials for compliance with environmental standards.

  • Inspect completed transportation projects to ensure compliance with environmental regulations.

  • Prepare final project layout drawings that include details such as stress calculations.

  • Participate in contract bidding, negotiation, or administration.

  • Investigate or test specific construction project materials to determine compliance to specifications or standards.

  • Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.

  • Estimate transportation project costs.

  • Evaluate traffic control devices or lighting systems to determine need for modification or expansion.

  • Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations.

  • Investigate traffic problems and recommend methods to improve traffic flow or safety.

  • Analyze environmental impact statements for transportation projects.

  • Develop or assist in the development of transportation-related computer software or computer processes.

  • Evaluate transportation systems or traffic control devices or lighting systems to determine need for modification or expansion.

  • Model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems.

  • Review development plans to determine potential traffic impact.

  • Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.

  • Design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.

  • Design transportation systems or structures with sustainable materials or products, such as porous pavement or bioretention structures.

  • Prepare project budgets, schedules, or specifications for labor or materials.

  • Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.

  • Present data, maps, or other information at construction-related public hearings or meetings.

  • Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.

  • Direct the surveying, staking, or laying-out of construction projects.

Technologies & Software

  • Microsoft Excel
  • Python
  • Autodesk AutoCAD
  • Autodesk Land Desktop
  • Oracle Primavera Enterprise Project Portfolio Management
  • OpenRoads Designer
  • PTV Vissim
  • Bentley GEOPAK Civil Engineering Suite
  • Bentley MicroStation
  • Visual Solutions VisSIM
  • Claude (Anthropic)
  • Autodesk AI
  • Qwen (Alibaba)
  • Microsoft Word
  • Llama (Meta)
  • Warehouse management system WMS
  • Perplexity AI
  • Gemini (Google)
  • Trafficware SynchroGreen
  • Citilabs Cube
  • GitHub Copilot
  • Grok (xAI)
  • ChatGPT (OpenAI)
  • AutoCAD AI
  • McTrans Center TSIS-CORSIM
  • Trafficware SimTraffic
  • SIDRA INTERSECTION
  • Nova (Amazon)
  • McTrans HCS+
  • McTrans TRANSYT-7F
  • Kimi (Moonshot AI)
  • DeepSeek
  • Bentley InRoads Suite
  • Autodesk AutoCAD Civil 3D
  • Mistral (Mistral AI)
  • ESRI ArcGIS software
  • ANSYS AI Simulation
  • Microsoft PowerPoint
  • Transoft Solutions AutoTURN
  • Structured query language SQL
  • Gemini Code Assist
  • Computer aided design and drafting software CADD
  • Cubic Synchro Studio
  • Web browser software
  • Microsoft Office software
  • Microsoft Project
  • Microsoft Outlook
  • Word processing software
  • Personal computers
  • Digital cameras
  • Multi-line telephone systems
  • Laser facsimile machines
  • Computer laser printers
  • Mobile radios
  • Desktop computers
  • Laptop computers
  • Photocopying equipment