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Automation Risk Analysis

Will “Aircraft Systems Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Aircraft Systems 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%

“Aircraft Systems 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

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

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

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

  • Maintain records of performance reports for future reference.

  • 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.

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles