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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

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

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

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

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

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

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

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

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

  • 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.

  • Direct aerospace research and development programs.

  • Maintain records of performance reports for future reference.

  • 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.

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

  • Design or engineer filtration systems that reduce harmful emissions.

Technologies & Software

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

Alternative Job Titles