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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

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

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

  • Teach in colleges and universities.

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

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

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

  • Present technical information at conferences.

  • Design processing plants and equipment.

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

  • Determine appropriate methods for fabricating and joining materials.

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

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

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

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

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

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

  • Monitor material performance, and evaluate its deterioration.

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

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

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

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

Technologies & Software

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