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Automation Risk Analysis

Will “Aerospace Physiologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

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

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

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

  • 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.

  • Direct aerospace research and development programs.

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

  • Maintain records of performance reports for future reference.

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

Technologies & Software

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

Alternative Job Titles