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Automation Risk Analysis

Will “Plating Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #88 of 702. Estimated risk: 2.1%

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AI Exposure Risk

58%

“Plating 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%

“Plating 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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Teach in colleges and universities.

  • 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.

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

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

  • Present technical information at conferences.

  • Design processing plants and equipment.

  • Determine appropriate methods for fabricating and joining materials.

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

Technologies & Software

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