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Automation Risk Analysis

Will “Space Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Space 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%

“Space 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

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

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

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

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

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

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

  • Maintain records of performance reports for future reference.

  • 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.

  • Direct aerospace research and development programs.

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles