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

  • 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.

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

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

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

  • Design processing plants and equipment.

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

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

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

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

  • Monitor material performance, and evaluate its deterioration.

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

  • Teach in colleges and universities.

  • Determine appropriate methods for fabricating and joining materials.

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

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

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

  • Present technical information at conferences.

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

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

Technologies & Software

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