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Automation Risk Analysis

Will “Ceramic Design Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #88 of 702. Estimated risk: 2.1%

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AI Exposure Risk

58%

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

Automation & Robot Risk

41%

“Ceramic Design 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 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.

  • Teach in colleges and universities.

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

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

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

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

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

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

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

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

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

  • Determine appropriate methods for fabricating and joining materials.

  • Present technical information at conferences.

  • Design processing plants and equipment.

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

  • 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.

  • 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.

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

Technologies & Software

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