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Automation Risk Analysis

Will “Aerospace 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%

“Aerospace 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%

“Aerospace 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

  • Maintain records of performance reports for future reference.

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

  • 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.

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

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

  • Direct aerospace research and development programs.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles