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Automation Risk Analysis

Will “Traffic Engineer” be Automated?

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AI Exposure Risk

55%

“Traffic 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%

“Traffic 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.

  • 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 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.

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

  • 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 compliance with environmental regulations.

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

  • Analyze environmental impact statements for transportation projects.

  • 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.

  • Participate in contract bidding, negotiation, or administration.

  • Evaluate construction project materials for compliance with environmental standards.

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

  • 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.

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

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

  • Review development plans to determine potential traffic impact.

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

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

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

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

  • Estimate transportation project costs.

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

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

Technologies & Software

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