🤖 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 “Test Analyst” 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%

“Test Analyst” 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%

“Test Analyst” 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

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

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

  • 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.

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

  • 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.

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

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

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

  • Direct aerospace research and development programs.

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

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

Technologies & Software

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

Alternative Job Titles