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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

  • 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.

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

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

  • 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.

  • Maintain records of performance reports for future reference.

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

  • Direct aerospace research and development programs.

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles