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Automation Risk Analysis

Will “Avionics 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%

“Avionics 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%

“Avionics 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

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

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

  • Direct aerospace research and development programs.

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

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

  • 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.

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

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

Technologies & Software

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

Alternative Job Titles