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Automation Risk Analysis

Will “Materials Development 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 Development 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 Development 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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Present technical information at conferences.

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

  • Determine appropriate methods for fabricating and joining materials.

  • Teach in colleges and universities.

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

  • Design processing plants and equipment.

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

Technologies & Software

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