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Automation Risk Analysis

Will “Physical Aerodynamicist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Physical Aerodynamicist” 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%

“Physical Aerodynamicist” 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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Maintain records of performance reports for future reference.

Technologies & Software

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

Alternative Job Titles