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Automation Risk Analysis

Will “Civil Aviation Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Civil Aviation 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Civil Aviation 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 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Aerospace Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in designing, constructing, and testing aircraft, missiles, and spacecraft. May conduct basic and applied research to evaluate adaptability of materials and equipment to aircraft design and manufacture. May recommend improvements in testing equipment and techniques.

Avg. Annual Salary $141,180
Avg. Hourly Wage $67.88
Available Jobs (US) 68,440
Job Title & Hierarchy Code (SOC) Aerospace Engineers #17-2011
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

  • Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.

  • Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.

  • Design or engineer filtration systems that reduce harmful emissions.

  • Evaluate biofuel performance specifications to determine feasibility for aerospace applications.

  • Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products.

  • Direct aerospace research and development programs.

  • Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment.

  • Plan or coordinate investigation and resolution of customers' reports of technical problems with aircraft or aerospace vehicles.

  • Analyze project requests, proposals, or engineering data to determine feasibility, productibility, cost, or production time of aerospace or aeronautical products.

  • Formulate conceptual design of aeronautical or aerospace products or systems to meet customer requirements or conform to environmental regulations.

  • Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions.

  • Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards.

  • Diagnose performance problems by reviewing reports or documentation from customers or field engineers or by inspecting malfunctioning or damaged products.

  • Evaluate and approve selection of vendors by studying past performance or new advertisements.

  • Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates.

  • Maintain records of performance reports for future reference.

Technologies & Software

  • UNIX
  • IBM Rational ClearCase
  • Microsoft Access
  • Grid generation software
  • ChatGPT (OpenAI)
  • Universal Technical Systems TK Solver
  • Computer aided design and drafting CADD software
  • Altera Quartus II
  • Llama (Meta)
  • Microsoft Excel
  • ESI Group AutoSEA2
  • Computer-aided engineering CAE software
  • Cullimore & Ring Technologies SINDA/FLUINT
  • Grok (xAI)
  • Alstom ESARAD
  • Thermal design software
  • Thermal Synthesizer System TSS
  • Xilinx TMRTool
  • Tecplot Focus
  • Stress analysis software
  • Perl
  • Microsoft Windows
  • Claude (Anthropic)
  • Structure query language SQL
  • Fatigue analysis software
  • GitHub Copilot
  • Mathsoft Mathcad
  • K&K Associates Thermal Analysis Kit TAK
  • ANSYS AI Simulation
  • Oracle Java
  • MathWorks Simulink
  • Phoenix Integration ModelCenter
  • MAYA Nastran
  • Southwest Research Institute NASGRO
  • Python
  • AutoCAD AI
  • Wolfram Research Mathematica
  • MSC Software Patran
  • Microsoft Word
  • UGS Solid Edge
  • Verilog
  • Microsoft Visio
  • Alstom ESATAN
  • The MathWorks MATLAB
  • Extensible markup language XML
  • Kimi (Moonshot AI)
  • IBM Rational RequisitePro
  • Dassault Systemes SolidWorks
  • Dassault Systemes CATIA
  • Finite element method FEM software
  • Sun Microsystems Java
  • Nova (Amazon)
  • C#
  • Hewlett-Packard HP OpenVMS
  • Thermal Radiation Analysis System TRASYS
  • Network Analysis SINDA-G
  • SAP software
  • 1CadCam Unigraphics
  • Collier Research HyperSizer
  • Digital Equipment Corporation DIGITAL Fortran 90
  • Analytical Graphics STK Expert Edition
  • Ada
  • Microsoft PowerPoint
  • IBM Rational ClearQuest
  • National Instruments LabVIEW
  • Gemini (Google)
  • ANSYS simulation software
  • Linux
  • MSC Software Fatigue
  • MSC Software Nastran
  • Microsoft Office software
  • Autodesk AI
  • Autodesk AutoCAD
  • Harvard Thermal TAS
  • IBM Rational DOORS
  • Dassault Systemes Abaqus
  • Mistral (Mistral AI)
  • Maplesoft Maple
  • C++
  • Gemini Code Assist
  • Microsoft Visual Studio
  • Cullimore & Ring Technologies Thermal Desktop
  • PTC Creo Parametric
  • Thermal analysis software
  • Qwen (Alibaba)
  • Formula translation/translator FORTRAN
  • TEAM Engineering FEMAP
  • DeepSeek
  • C
  • Perplexity AI
  • Microsoft Project
  • Microsoft Outlook
  • Computational fluid dynamics CFD software
  • Shell script
  • Data acquisition systems
  • Microsoft Visual Basic
  • Flexible dynamics modeling software
  • Computer aided manufacturing CAM software
  • Image processing systems
  • Finite element analysis FEA software
  • PTC Pro/INTRALINK
  • Axial flow research fans
  • Load frames
  • Plotters
  • Reflection polariscopes
  • Electronic flight instrument systems EFIS
  • Digital oscilloscopes
  • Strain gauge balances
  • Power microwave generators
  • Vacuum facilities
  • Vibration isolation tables
  • Ultrasonic inspection equipment
  • Push/pull dynamometers
  • Flight management systems FMS
  • Atomic force microscopes
  • Laser velocimeters
  • Viscometers
  • Propellant combustion chambers
  • Acoustic emissions systems
  • Laboratory centrifugal pumps
  • Parallel computers
  • Spectrometers
  • Impinging jet apparatus
  • Signal generators
  • Terminal computers
  • Flow meters
  • Centerless grinders
  • Impact guns
  • Welders
  • Surface grinding machines
  • Force transducers
  • UNIX work stations
  • Multi-axis mills
  • Argon-ion lasers
  • Mainframe computers
  • Computer numerical controlled CNC milling machines
  • Fiber optic interferometers
  • Axial flow turbines
  • Fatigue testing machines
  • Laser Doppler velocimeters LDV
  • Lasers
  • Cluster computers
  • Lathes
  • Electronic pressure scanners
  • Axial flow compressor facilities
  • Digital voltmeters DVM
  • Wave analyzers
  • Personal computers
  • Anechoic chambers
  • Profilometers
  • Flight simulators
  • Digital pressure gauges

Alternative Job Titles