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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

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

  • 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.

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

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

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

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

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

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

  • Maintain records of performance reports for future reference.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles