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Automation Risk Analysis

Will “Road Engineer” be Automated?

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AI Exposure Risk

55%

“Road 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%

“Road 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

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

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

  • Participate in contract bidding, negotiation, or administration.

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

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

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

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

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

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

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

  • Review development plans to determine potential traffic impact.

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

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

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

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

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

  • Estimate transportation project costs.

  • Evaluate construction project materials for compliance with environmental standards.

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

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

  • Analyze environmental impact statements for transportation projects.

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

  • 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.

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

Technologies & Software

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