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Automation Risk Analysis

Will “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%

“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%

“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

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

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

  • 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.

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

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

  • Direct aerospace research and development programs.

  • 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.

  • Maintain records of performance reports for future reference.

Technologies & Software

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

Alternative Job Titles