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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

  • 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.

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

  • 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.

  • 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.

  • Design or engineer filtration systems that reduce harmful emissions.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles