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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

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

  • Teach in colleges and universities.

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

  • Determine appropriate methods for fabricating and joining materials.

  • 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.

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

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

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

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

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

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

  • Monitor material performance, and evaluate its deterioration.

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

  • 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.

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

  • Design processing plants and equipment.

  • 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.

Technologies & Software

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