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Automation Risk Analysis

Will “Road Engineer” be Automated?

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AI Exposure Risk

55%

“Road 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%

“Road 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

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

  • Estimate transportation project costs.

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

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

  • 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.

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

  • Participate in contract bidding, negotiation, or administration.

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

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

  • Evaluate construction project materials for compliance with environmental standards.

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

  • Review development plans to determine potential traffic impact.

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

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

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

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

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

  • 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.

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

  • Analyze environmental impact statements for transportation projects.

  • 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.

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

  • 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.

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

Technologies & Software

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