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Automation Risk Analysis

Will “Plastics Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #88 of 702. Estimated risk: 2.1%

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AI Exposure Risk

58%

“Plastics 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%

“Plastics 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

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

  • Teach in colleges and universities.

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

  • 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.

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

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

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

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

  • Present technical information at conferences.

  • Monitor material performance, and evaluate its deterioration.

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

  • Determine appropriate methods for fabricating and joining materials.

  • Design processing plants and equipment.

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

  • 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.

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

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

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

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

Technologies & Software

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