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Automation Risk Analysis

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

Historical Context: Oxford Study (2013)

Ranked #88 of 702. Estimated risk: 2.1%

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AI Exposure Risk

58%

“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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

41%

“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 41% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Materials Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Evaluate materials and develop machinery and processes to manufacture materials for use in products that must meet specialized design and performance specifications. Develop new uses for known materials. Includes those engineers working with composite materials or specializing in one type of material, such as graphite, metal and metal alloys, ceramics and glass, plastics and polymers, and naturally occurring materials. Includes metallurgists and metallurgical engineers, ceramic engineers, and welding engineers.

Avg. Annual Salary $116,380
Avg. Hourly Wage $55.95
Available Jobs (US) 22,770
Job Title & Hierarchy Code (SOC) Materials Engineers #17-2131
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Materials Engineers”

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Core Skills & Abilities

  • Determine appropriate methods for fabricating and joining materials.

  • Evaluate technical specifications and economic factors relating to process or product design objectives.

  • Conduct training sessions on new material products, applications, or manufacturing methods for customers and their employees.

  • Solve problems in a number of engineering fields, such as mechanical, chemical, electrical, civil, nuclear, and aerospace.

  • Teach in colleges and universities.

  • Analyze product failure data and laboratory test results to determine causes of problems and develop solutions.

  • Modify properties of metal alloys, using thermal and mechanical treatments.

  • Replicate the characteristics of materials and their components, using computers.

  • Write for technical magazines, journals, and trade association publications.

  • Supervise the work of technologists, technicians, and other engineers and scientists.

  • Monitor material performance, and evaluate its deterioration.

  • Perform managerial functions, such as preparing proposals and budgets, analyzing labor costs, and writing reports.

  • Plan and implement laboratory operations to develop material and fabrication procedures that meet cost, product specification, and performance standards.

  • Design processing plants and equipment.

  • Conduct or supervise tests on raw materials or finished products to ensure their quality.

  • Guide technical staff in developing materials for specific uses in projected products or devices.

  • Design and direct the testing or control of processing procedures.

  • Review new product plans, and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.

  • Plan and evaluate new projects, consulting with other engineers and corporate executives, as necessary.

  • Supervise production and testing processes in industrial settings, such as metal refining facilities, smelting or foundry operations, or nonmetallic materials production operations.

  • Present technical information at conferences.

Technologies & Software

  • Dassault Systemes CATIA
  • QMC CM4D
  • Formula translation/translator FORTRAN
  • The MathWorks MATLAB
  • Fused deposition modeling FDM rapid prototyping systems
  • Graphics software
  • Web browser software
  • Fault detection isolation and recovery FDIR software
  • Minitab
  • PTC Creo Parametric
  • MTS Testworks
  • IBM Notes
  • ChatGPT (OpenAI)
  • Microsoft Word
  • Microsoft Visio
  • Claude (Anthropic)
  • Computer aided design CAD software
  • GitHub Copilot
  • ANSYS Multiphysics
  • Gemini Code Assist
  • Microsoft Access
  • Grok (xAI)
  • Microsoft Visual Basic.NET
  • Microsoft Outlook
  • Finite element analysis software
  • Microsoft Office software
  • SAP software
  • DeepSeek
  • Mistral (Mistral AI)
  • Digital image correlation DIC software
  • ANSYS AI Simulation
  • AutoCAD AI
  • Word processing software
  • Microsoft Excel
  • Perplexity AI
  • Microsoft Visual Basic
  • Python
  • Nova (Amazon)
  • Microsoft SharePoint
  • C++
  • Kimi (Moonshot AI)
  • Image analysis systems
  • National Instruments LabVIEW
  • Llama (Meta)
  • Gemini (Google)
  • Dassault Systemes SolidWorks
  • Autodesk AutoCAD
  • Enterprise resource planning ERP software
  • Presentation software
  • Autodesk AI
  • Microsoft PowerPoint
  • Qwen (Alibaba)
  • Stereolithography SLA rapid prototyping systems
  • Oracle Database
  • X ray fluorescence XRF analyzers
  • Solvent dryers
  • Holding jigs
  • Heated walk-in environmental chambers
  • Gas chromatographs GC
  • Current versus voltage IV curve tracers
  • High pressure liquid chromatograph HPLC equipment
  • Abrasion testers
  • Oscillating water tunnels
  • Magnetic separators
  • Durometers
  • Spectrometers
  • Load frames
  • Atomic absorption AA spectrophotometers
  • Linear variable differential transformers LVDT
  • Water burets
  • Roll crushers
  • Laboratory sample splitters
  • Polishing machines
  • Plasma-arc furnaces
  • Flame photometers
  • Calorimeters
  • Tension gauges
  • Differential thermal analyzers
  • Scanning electron microscopes SEM
  • Ultrasonicators
  • Electrometers
  • Hot blenders
  • Pycnometers
  • High-vacuum tensile testing chambers
  • Digital cameras
  • Binocular compound microscopes
  • Particle size analyzers
  • Freeze-thaw test units
  • Polarizing microscopes
  • Drop weight impact towers
  • Energy dispersive x-ray spectrometers EDS
  • Atomic force microscopes
  • Vacuum evaporators
  • Differential scanning calorimeters
  • Servohydraulic test machines
  • Personal computers
  • Hydraulic presses
  • Permeability measuring devices
  • Drying ovens
  • Gauss meters
  • Ammeters
  • Filter presses
  • Band saws
  • Dataloggers
  • Ball mills
  • Diffractometers
  • Laser Doppler velocimeters LDV
  • Ultraviolet UV exposure units
  • Jaw crushers
  • Electron microprobe analyzers EMPA
  • High temperature material testing systems
  • Kneading compactors
  • Tube furnaces
  • Melt spinners
  • Rotating furnaces
  • Laboratory glove boxes
  • Infrared cameras
  • Mass spectrometers
  • Etching equipment
  • Masonry cutters
  • Safety glasses
  • Stabilometers
  • Ultrasonic dismembrators
  • Reflectometers
  • Colorimeters
  • Isodynamic separators
  • Magnetic susceptibility balances
  • Adhesion testers
  • Turbidimeters
  • Mechanical sieve shakers
  • Micromanipulators
  • Accelerometers
  • Jar mills
  • Inert atmosphere box furnaces
  • Strain gauges
  • Ultrasonic baths
  • Laboratory test sieves
  • Computerized numerical control CNC lathes
  • Muffle furnaces
  • Computer numerical controlled CNC milling machines
  • Laboratory microwave ovens
  • Wind tunnels
  • Digitizing oscilloscopes
  • Graphite element furnaces
  • Microscope photo attachments
  • Safety gloves
  • Optical emission spectrometers
  • Lapping wheels
  • Twin-screw extruders
  • Film thickness measurement systems
  • Injection molding machines
  • Friction and wear testers
  • Analytical balances
  • Counter-current mixers
  • Fourier transform infrared FTIR spectroscopes
  • Thermal analysis systems
  • Concrete test hammers
  • Vacuum coating systems
  • Steam autoclaves
  • Compression testing machines
  • Solid state laser systems
  • Ultrasound inspection equipment
  • Cement mixers
  • Rod mills
  • Lathes
  • Fume hoods
  • Temperature regulated shaking water baths
  • Microwave autoclaves
  • Stereo microscopes
  • Adiabatic bomb calorimeters
  • Solar simulators
  • Sonometers
  • Vacuum furnaces
  • Fiberscopes
  • Balling drums
  • Vibration analysis equipment
  • Sanding machines
  • Electrostatic separators
  • Laminators
  • Slurry blenders
  • Charpy impact testers
  • Microwave sintering furnaces
  • Pit depth gauges
  • Electronic toploading balances
  • Accelerated weathering machines
  • Flotation columns
  • Infrared monitors
  • Laboratory blenders
  • Gas detectors
  • Hardness testers
  • Benchtop centrifuges
  • Laboratory vacuum pumps
  • Optical compound microscopes
  • Acoustic impediography equipment
  • Deionizers
  • Twin screw extruders
  • Spectrocolorimeters
  • Impact testers
  • Screw-driven test machines
  • High tension separators
  • Microwave tube furnaces
  • Gel permeation chromatographs GPC
  • Porosity indicators
  • Sample presses
  • Viscosity meters
  • Spectrophotometers
  • Attritors
  • Thermogravimetric analyzers
  • Water-cooled saws
  • Liquid conditioners
  • Extensometers
  • Specific gravity balances
  • pH testers
  • Tensile testers
  • Laboratory pulverizers
  • Coordinate measuring machines CMM
  • X ray fluorescence XRF spectrometers
  • Gyratory crushers
  • Molecular pumps