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Automation Risk Analysis

Will “State Roadway Design Engineer” be Automated?

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AI Exposure Risk

55%

“State Roadway Design 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%

“State Roadway Design 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

  • Review development plans to determine potential traffic impact.

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

  • Evaluate 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.

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

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

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

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

  • 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.

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

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

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

  • Participate in contract bidding, negotiation, or administration.

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

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

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

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

  • Evaluate construction project materials for compliance with environmental standards.

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

  • Analyze environmental impact statements for transportation projects.

  • Estimate transportation project costs.

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

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

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

  • 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

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