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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

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

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

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

  • Monitor material performance, and evaluate its deterioration.

  • Teach in colleges and universities.

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

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

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

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

  • Design processing plants and equipment.

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

  • Determine appropriate methods for fabricating and joining materials.

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

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

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

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

  • Present technical information at conferences.

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

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

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

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

Technologies & Software

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