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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.

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

  • 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 safety or compliance with applicable standards or regulations.

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

  • 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.

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

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

  • Evaluate construction project materials for compliance with environmental standards.

  • 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.

  • Review development plans to determine potential traffic impact.

  • Participate in contract bidding, negotiation, or administration.

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

  • Analyze environmental impact statements for transportation projects.

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

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

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

  • Estimate transportation project costs.

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

  • 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.

  • 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.

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

Technologies & Software

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