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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

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

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

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

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

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

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

  • Determine appropriate methods for fabricating and joining materials.

  • Monitor material performance, and evaluate its deterioration.

  • 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.

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

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

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

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

  • Teach in colleges and universities.

  • Present technical information at conferences.

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

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

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

  • Design processing plants and equipment.

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

Technologies & Software

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