🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Wind Tunnel Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

62%

“Wind Tunnel 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%

“Wind Tunnel 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

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

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

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

  • Maintain records of performance reports for future reference.

  • 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.

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

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

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

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

  • 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.

  • 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.

  • Direct aerospace research and development programs.

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

Technologies & Software

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

Alternative Job Titles