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Automation Risk Analysis

Will “Airport Engineer” be Automated?

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AI Exposure Risk

55%

“Airport 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%

“Airport 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

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

  • Estimate transportation project costs.

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

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

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

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

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

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

  • Participate in contract bidding, negotiation, or administration.

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

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

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

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

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

  • Evaluate construction project materials for compliance with environmental standards.

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

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

  • 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 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.

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

  • Analyze environmental impact statements for transportation projects.

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

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

  • Review development plans to determine potential traffic impact.

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

Technologies & Software

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