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Automation Risk Analysis

Will “Astronautical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Astronautical 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%

“Astronautical 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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Maintain records of performance reports for future reference.

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

Technologies & Software

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

Alternative Job Titles