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Automation Risk Analysis

Will “Transportation Project Engineer” be Automated?

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AI Exposure Risk

55%

“Transportation Project 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 Project 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 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.

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

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

  • 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.

  • Analyze environmental impact statements for transportation projects.

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

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

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

  • 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.

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

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

  • Review development plans to determine potential traffic impact.

  • 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.

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

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

  • Estimate transportation project costs.

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

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

  • Participate in contract bidding, negotiation, or administration.

  • Evaluate construction project materials for compliance with environmental standards.

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

  • 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.

Technologies & Software

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