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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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

  • 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.

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

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

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

  • Maintain records of performance reports for future reference.

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

  • Direct aerospace research and development programs.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles