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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

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

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

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

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

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

  • Review development plans to determine potential traffic impact.

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

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

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

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

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

  • Estimate transportation project costs.

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

  • Participate in contract bidding, negotiation, or administration.

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

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

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

  • 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.

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

  • Evaluate construction project materials for compliance with environmental standards.

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

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

  • 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.

  • Analyze environmental impact statements for transportation projects.

Technologies & Software

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