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Automation Risk Analysis

Will “Supplier Quality Engineer (SQE)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Supplier Quality Engineer (SQE)” 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%

“Supplier Quality Engineer (SQE)” 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

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

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

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

  • Maintain records of performance reports for future reference.

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

  • 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.

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles