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Automation Risk Analysis

Will “Aeronautical Test Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Aeronautical Test 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%

“Aeronautical Test 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.

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

  • Maintain records of performance reports for future reference.

  • Direct aerospace research and development programs.

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

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles