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Automation Risk Analysis

Will “Transportation Consultant” be Automated?

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AI Exposure Risk

55%

“Transportation Consultant” 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 Consultant” 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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • Participate in contract bidding, negotiation, or administration.

  • Evaluate construction project materials for compliance with environmental standards.

  • 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.

  • 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.

  • Evaluate 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.

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

  • 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.

  • Analyze environmental impact statements for transportation projects.

  • Estimate transportation project costs.

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

Technologies & Software

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