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Automation Risk Analysis

Will “Highway Project Engineer” be Automated?

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AI Exposure Risk

55%

“Highway Project 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 Project 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.

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

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

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

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

  • 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.

  • 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 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.

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

  • Participate in contract bidding, negotiation, or administration.

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

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

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

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

  • Estimate transportation project costs.

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

  • 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.

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

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

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

  • Evaluate construction project materials for compliance with environmental standards.

  • Analyze environmental impact statements for transportation projects.

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

Technologies & Software

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