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Automation Risk Analysis

Will “Polymer Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #88 of 702. Estimated risk: 2.1%

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AI Exposure Risk

58%

“Polymer 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%

“Polymer 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

  • Present technical information at conferences.

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

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

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

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

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

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

  • Determine appropriate methods for fabricating and joining materials.

  • 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.

  • Design processing plants and equipment.

  • Monitor material performance, and evaluate its deterioration.

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

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

  • Teach in colleges and universities.

  • 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.

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

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

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

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

Technologies & Software

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