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Automation Risk Analysis

Will “Transportation Planning Engineer” be Automated?

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AI Exposure Risk

55%

“Transportation Planning 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 Planning 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

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

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

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

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

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

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

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

  • Participate in contract bidding, negotiation, or administration.

  • Estimate transportation project costs.

  • Evaluate construction project materials for compliance with environmental standards.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Analyze environmental impact statements for transportation projects.

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

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

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

Technologies & Software

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