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Automation Risk Analysis

Will “Spacecraft Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Spacecraft 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%

“Spacecraft 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

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

  • Direct aerospace research and development programs.

  • 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.

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

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

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

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

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

  • 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.

  • Maintain records of performance reports for future reference.

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

Technologies & Software

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

Alternative Job Titles