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Automation Risk Analysis

Will “Propeller Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Propeller 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%

“Propeller 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

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

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

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

  • 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.

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

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

  • Maintain records of performance reports for future reference.

  • 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.

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

  • Direct aerospace research and development programs.

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

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

Technologies & Software

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

Alternative Job Titles