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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

  • 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.

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

  • Direct aerospace research and development programs.

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

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles