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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

  • 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.

  • Evaluate construction project materials for compliance with environmental standards.

  • Estimate transportation project costs.

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

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

  • Participate in contract bidding, negotiation, or administration.

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

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

  • 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.

  • 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.

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

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

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

  • Analyze environmental impact statements for transportation projects.

  • Evaluate transportation systems or 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.

  • Review development plans to determine potential traffic impact.

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

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

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

  • 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.

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

Technologies & Software

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