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Automation Risk Analysis

Will “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%

“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%

“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

  • Teach in colleges and universities.

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

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

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

  • 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.

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

  • Design processing plants and equipment.

  • 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.

  • Present technical information at conferences.

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

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

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

  • Determine appropriate methods for fabricating and joining materials.

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

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

  • Monitor material performance, and evaluate its deterioration.

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

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

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

Technologies & Software

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