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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

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

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

  • Direct aerospace research and development programs.

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

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

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

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

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

  • 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.

  • 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.

  • Design or engineer filtration systems that reduce harmful emissions.

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

Technologies & Software

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

Alternative Job Titles