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Automation Risk Analysis

Will “Highway Civil Engineer” be Automated?

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AI Exposure Risk

55%

“Highway Civil 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%

“Highway Civil 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

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

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

  • 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.

  • Review development plans to determine potential traffic impact.

  • Estimate transportation project costs.

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

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

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

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

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

  • 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.

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

  • Participate in contract bidding, negotiation, or administration.

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

  • 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.

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

  • 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.

  • 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.

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

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

  • Analyze environmental impact statements for transportation projects.

Technologies & Software

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