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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

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

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

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

  • Design processing plants and equipment.

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

  • Teach in colleges and universities.

  • Monitor material performance, and evaluate its deterioration.

  • 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.

  • Present technical information at conferences.

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

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

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

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

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

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

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

  • 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.

  • Determine appropriate methods for fabricating and joining materials.

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

Technologies & Software

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