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Automation Risk Analysis

Will “Vibration Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Vibration 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%

“Vibration 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

  • 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 biofuel performance specifications to determine feasibility for aerospace applications.

  • Maintain records of performance reports for future reference.

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

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

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

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

  • Direct aerospace research and development programs.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles