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Automation Risk Analysis

Will “Project Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #88 of 702. Estimated risk: 2.1%

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AI Exposure Risk

58%

“Project 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%

“Project 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.

  • Design processing plants and equipment.

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

  • Determine appropriate methods for fabricating and joining materials.

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

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

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

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

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

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

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

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

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

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

  • Teach in colleges and universities.

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

  • 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.

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

  • Present technical information at conferences.

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

Technologies & Software

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