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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

  • 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.

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

  • Direct aerospace research and development programs.

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

  • 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.

  • Maintain records of performance reports for future reference.

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles