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Automation Risk Analysis

Will “Propulsion Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Propulsion 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%

“Propulsion 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.

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

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

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

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

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

  • 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.

  • Maintain records of performance reports for future reference.

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles