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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

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

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

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

  • Review development plans to determine potential traffic impact.

  • Evaluate construction project materials for compliance with environmental standards.

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

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

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

  • 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.

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

  • Participate in contract bidding, negotiation, or administration.

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

  • Analyze environmental impact statements for transportation projects.

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

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

  • 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.

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

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

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

  • Estimate transportation project costs.

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

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

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

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

  • 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.

Technologies & Software

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