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Automation Risk Analysis

Will “Ceramic 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 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 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

  • Determine appropriate methods for fabricating and joining materials.

  • Design processing plants and equipment.

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

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

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

  • 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.

  • Teach in colleges and universities.

  • 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.

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

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

  • Present technical information at conferences.

  • 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.

  • Monitor material performance, and evaluate its deterioration.

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

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

  • 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.

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

Technologies & Software

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