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Automation Risk Analysis

Will “Airport Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #84 of 702. Estimated risk: 1.9%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

50%

“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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“Airport Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Civil Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems.

Avg. Annual Salary $107,050
Avg. Hourly Wage $51.47
Available Jobs (US) 355,410
Job Title & Hierarchy Code (SOC) Civil Engineers #17-2051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Civil Engineers”

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Core Skills & Abilities

  • Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.

  • Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

  • Identify environmental risks and develop risk management strategies for civil engineering projects.

  • Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.

  • Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

  • Design energy-efficient or environmentally sound civil structures.

  • Manage and direct the construction, operations, or maintenance activities at project site.

  • Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.

  • Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.

  • Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.

  • Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

  • Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.

  • Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.

  • Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.

  • Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.

  • Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.

Technologies & Software

  • WinTR-55
  • Hydraulic analysis software
  • ESRI ArcView
  • Bentley Haestad Methods CivilStorm
  • Dassault Systemes CATIA
  • C
  • Bridge design software
  • Cost estimating software
  • Perplexity AI
  • National Instruments LabVIEW
  • Microsoft Excel
  • Minitab
  • Corel WordPerfect Office Suite
  • Spreadsheet software
  • Microsoft Exchange
  • Trimble Terramodel
  • Computer aided design and drafting software CADD
  • Microsoft Dynamics
  • Formula translation/translator FORTRAN
  • Nova (Amazon)
  • Autodesk Land Desktop
  • Mistral (Mistral AI)
  • HEC-1
  • Mathsoft Mathcad
  • Microsoft Visual Basic
  • Microsoft Internet Explorer
  • Email software
  • Gemini Code Assist
  • Bentley STAAD
  • Extensible markup language XML
  • DeepSeek
  • HydroCAD Software Solutions HydroCAD Stormwater Modeling System
  • Microsoft ActiveX
  • GT STRUDL
  • Intergraph MGE
  • Geographic information system GIS software
  • Llama (Meta)
  • Oracle Business Intelligence Enterprise Edition
  • Trimble SketchUp Pro
  • ANSYS AI Simulation
  • Road design software
  • Supervisory control and data acquisition SCADA software
  • Autodesk AI
  • GitHub Copilot
  • Shell script
  • Grok (xAI)
  • Gemini (Google)
  • Eagle Point Site Design
  • Microsoft Office software
  • Cartography software
  • The MathWorks MATLAB
  • Microsoft Project
  • Web browser software
  • Scheduling software
  • Microsoft Access
  • SAP software
  • SmugMug Flickr
  • Apache Subversion SVN
  • Procore software
  • ESRI ArcGIS software
  • Dassault Systemes SolidWorks
  • Finite element analysis FEA software
  • HEC-HMS
  • Autodesk AutoCAD
  • Bentley MicroStation
  • Adobe Acrobat
  • Microsoft Word
  • The Gordian Group PROGEN Online
  • Qwen (Alibaba)
  • Autodesk AutoCAD Civil 3D
  • AutoCAD AI
  • Dassault Systemes Abaqus
  • Microsoft Outlook
  • Graphics software
  • Verilog
  • MAYA Nastran
  • Kimi (Moonshot AI)
  • Oracle Primavera Enterprise Project Portfolio Management
  • Hydraulic modeling software
  • ESRI ArcInfo
  • Stormwater hydrology software
  • Claude (Anthropic)
  • Bentley InRoads Suite
  • ChatGPT (OpenAI)
  • Autodesk Revit
  • Oracle JD Edwards EnterpriseOne
  • Trimble Geomatics Office
  • Microsoft PowerPoint
  • PTC Creo Parametric
  • Bentley GeoPak Bridge
  • Planimeters
  • Measuring tapes
  • Compasses
  • Protractors
  • Drafting triangles
  • Precision levels
  • Radar guns
  • Drafting scales
  • Surveying wheels
  • Thickness gauges
  • Transit levels
  • Blueprint copiers
  • Traffic counters
  • Total stations
  • Anemometers
  • Surveying rods
  • Microfilm readers
  • Electronic distance measuring devices
  • Desktop computers
  • Steel rules
  • Dividers
  • Rolling scales
  • Rhodes arcs
  • Laser levels
  • Global positioning system GPS receivers
  • Theodolites
  • Two way radios
  • Digital cameras
  • Laptop computers

Alternative Job Titles