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Automation Risk Analysis

Will “Aerospace Stress 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 Stress 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 Stress 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 conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

  • Direct aerospace research and development programs.

Technologies & Software

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

Alternative Job Titles