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Automation Risk Analysis

Will “Aircraft Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Aircraft 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%

“Aircraft 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 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.

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

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

  • 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.

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

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

  • Maintain records of performance reports for future reference.

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles