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Automation Risk Analysis

Will “Supersonic Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Supersonic 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%

“Supersonic 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

  • Direct aerospace research and development programs.

  • 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.

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

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

  • 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.

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles