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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

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

  • Determine appropriate methods for fabricating and joining materials.

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

  • Design processing plants and equipment.

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

  • 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.

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

  • Teach in colleges and universities.

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

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

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

  • 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.

  • Monitor material performance, and evaluate its deterioration.

  • 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.

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

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

  • Present technical information at conferences.

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

Technologies & Software

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