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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

  • 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.

  • 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.

  • Design or engineer filtration systems that reduce harmful emissions.

  • Direct aerospace research and development programs.

  • 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.

  • 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.

  • Maintain records of performance reports for future reference.

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

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

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

Technologies & Software

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

Alternative Job Titles