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Automation Risk Analysis

Will “Aerodynamics Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Aerodynamics 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%

“Aerodynamics 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

  • 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.

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

  • 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.

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles