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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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

Technologies & Software

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

Alternative Job Titles