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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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • Maintain records of performance reports for future reference.

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

  • Direct aerospace research and development programs.

  • Design or engineer filtration systems that reduce harmful emissions.

Technologies & Software

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

Alternative Job Titles