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Automation Risk Analysis

Will “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%

“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%

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

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

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

  • 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.

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

  • Direct aerospace research and development programs.

  • Design or engineer filtration systems that reduce harmful emissions.

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

  • Maintain records of performance reports for future reference.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles