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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

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

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

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

  • Teach in colleges and universities.

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

  • Present technical information at conferences.

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

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

  • Determine appropriate methods for fabricating and joining materials.

  • Monitor material performance, and evaluate its deterioration.

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

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

  • Design processing plants and equipment.

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

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

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

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

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

  • 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.

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

Technologies & Software

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