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Automation Risk Analysis

Will “Transportation Design Engineer” be Automated?

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AI Exposure Risk

55%

“Transportation Design 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%

“Transportation Design 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

  • Evaluate construction project materials for compliance with environmental standards.

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

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

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

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

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

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

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

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

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

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

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

  • Estimate transportation project costs.

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

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

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

  • Review development plans to determine potential traffic impact.

  • 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.

  • Participate in contract bidding, negotiation, or administration.

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

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

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

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

  • Analyze environmental impact statements for transportation projects.

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

  • 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.

Technologies & Software

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