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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

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

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

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

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

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

  • Present technical information at conferences.

  • Teach in colleges and universities.

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

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

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

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

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

  • Determine appropriate methods for fabricating and joining materials.

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

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

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

  • Design processing plants and equipment.

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

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

  • Monitor material performance, and evaluate its deterioration.

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

Technologies & Software

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