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Automation Risk Analysis

Will “Ceramic Research 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 Research 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 Research 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

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

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

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

  • 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.

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

  • Determine appropriate methods for fabricating and joining materials.

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

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

  • Design processing plants and equipment.

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

  • Teach in colleges and universities.

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

  • Monitor material performance, and evaluate its deterioration.

  • 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.

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

  • Present technical information at conferences.

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

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

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

Technologies & Software

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