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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

  • Direct aerospace research and development programs.

  • 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.

  • 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.

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

  • 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.

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

  • 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

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

Alternative Job Titles