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Automation Risk Analysis

Will “Materials 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%

“Materials 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%

“Materials 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

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

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

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

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

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

  • Present technical information at conferences.

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

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

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

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

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

  • Monitor material performance, and evaluate its deterioration.

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

  • Design processing plants and equipment.

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

  • 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.

  • Determine appropriate methods for fabricating and joining materials.

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

  • Plan and evaluate new projects, consulting with other engineers and corporate executives, as necessary.

  • Teach in colleges and universities.

Technologies & Software

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