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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

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

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

  • Monitor material performance, and evaluate its deterioration.

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

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

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

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

  • Design processing plants and equipment.

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

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

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

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

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

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

  • Present technical information at conferences.

  • 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.

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

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

  • Teach in colleges and universities.

  • Determine appropriate methods for fabricating and joining materials.

Technologies & Software

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