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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

  • 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.

  • 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.

  • 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.

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

  • Direct aerospace research and development programs.

  • Maintain records of performance reports for future reference.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles