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Automation Risk Analysis

Will “Airplane Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Airplane 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%

“Airplane 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

  • 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.

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

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

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

  • Direct aerospace research and development programs.

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

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

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

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

  • Maintain records of performance reports for future reference.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles