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Automation Risk Analysis

Will “Transportation Engineering Intern” be Automated?

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AI Exposure Risk

55%

“Transportation Engineering Intern” 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 Engineering Intern” 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

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

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

  • Analyze environmental impact statements for transportation projects.

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

  • Review development plans to determine potential traffic impact.

  • 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.

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

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

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

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

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

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

  • Estimate transportation project costs.

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

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

  • Participate in contract bidding, negotiation, or administration.

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

  • Evaluate construction project materials for compliance with environmental standards.

  • 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.

  • 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.

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

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

Technologies & Software

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