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Automation Risk Analysis

Will “Aircraft Systems 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 Systems 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 Systems 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.

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

  • Maintain records of performance reports for future reference.

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

  • 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.

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

  • Direct aerospace research and development programs.

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

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

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

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

Technologies & Software

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

Alternative Job Titles