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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

  • 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.

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

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

  • 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.

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

  • Evaluate construction project materials for compliance with environmental standards.

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

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

  • 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.

  • Estimate transportation project costs.

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

  • Analyze environmental impact statements for transportation projects.

  • Review development plans to determine potential traffic impact.

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

  • Participate in contract bidding, negotiation, or administration.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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