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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

  • Present technical information at conferences.

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

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

  • Determine appropriate methods for fabricating and joining materials.

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

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

  • Teach in colleges and universities.

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

  • Monitor material performance, and evaluate its deterioration.

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

  • Design processing plants and equipment.

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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