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Automation Risk Analysis

Will “Aerodynamicist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“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%

“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 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.

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

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

  • 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.

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

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

  • 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.

  • Direct aerospace research and development programs.

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

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

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

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

Technologies & Software

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

Alternative Job Titles