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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.

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

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

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

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

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

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

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

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

  • Review development plans to determine potential traffic impact.

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

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

  • Participate in contract bidding, negotiation, or administration.

  • Estimate transportation project costs.

  • 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.

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

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

  • Evaluate construction project materials for compliance with environmental standards.

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

  • Analyze environmental impact statements for transportation projects.

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

  • 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.

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

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

Technologies & Software

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