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Automation Risk Analysis

Will “Transportation Analyst” be Automated?

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AI Exposure Risk

55%

“Transportation Analyst” 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 Analyst” 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

  • 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.

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

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

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

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

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

  • Review development plans to determine potential traffic impact.

  • Estimate transportation project costs.

  • Participate in contract bidding, negotiation, or administration.

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

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

  • Analyze environmental impact statements for transportation projects.

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

  • 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.

  • Evaluate construction project materials for compliance with environmental standards.

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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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