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Automation Risk Analysis

Will “Aircraft Stress Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Aircraft Stress Analyst” 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 Stress Analyst” 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

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

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

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

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

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

  • 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.

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles