Garrett Motion is seeking a motivated college intern to support our Burst and Containment (B&C) project by leveraging AI and Machine Learning techniques. The role involves organizing, cleaning, and structuring historical B&C data (both test and FEA) to enable predictive modeling and intelligent systems. The intern will help build a robust data pipeline and AI-driven tools that improve estimation of design requirements, wheel weakening values, and facilitate continuous improvement through an autonomous AI agent for B&C-related queries.
Key Responsibilities:
Data Preparation & Management:
Collect, organize, and clean historical B&C test and FEA data.
Design and implement structured data architecture for ML/AI applications.
Ensure data integrity, consistency, and scalability.
Machine Learning & AI Development:
Assist in developing ML models to predict CB wall thickness and wheel weakening values for B&C test.
Support integration of AI algorithms for QBS.
Collaborate on creating an AI agent for B&C-related queries using existing data.
System Development & Continuous Improvement:
Build a robust system for QBS leveraging AI insights.
Identify gaps and propose enhancements in data and model performance.
Document processes and maintain version control for datasets and models.
Collaboration & Reporting:
Work closely with simulation engineers and project leads.
Prepare progress reports and present findings to the team.
Skills & Competencies
Technical Skills:
Python programming, data cleaning, ML libraries (Pandas, Scikit-learn, TensorFlow/PyTorch).
Basic understanding of FEA concepts and mechanical systems.
Optional: Exposure to LS-Dyna, ANSYS, FEA tools, and structural mechanics.
Soft Skills:
Analytical thinking and problem-solving.
Ability to work independently and in a team.
Strong communication and documentation skills.
Learning Outcomes
Hands-on experience in applying AI/ML to mechanical engineering problems.
Understanding of data engineering workflows for simulation and test data.
Exposure to predictive modeling for structural analysis and FEA (ANSYS/LS-Dyna).
Opportunity to work on cutting-edge AI applications in engineering and FEA Simulation.
Garrett is a cutting-edge technology leader delivering differentiated solutions for emission reduction and energy efficiency. We are passionate about innovating for mobility and beyond. With a nearly 70-year legacy, we serve customer worldwide with passenger vehicle, commercial vehicle, aftermarket replacement, and performance enhancement solutions.
Garrett Motion, a technology innovator and leader, has been serving customers globally for 70 years. Our mission is to deliver solutions that reduce emissions, enhance energy efficiency, and support zero-emission vehicles. We are passionate about innovating for mobility and beyond. Garrett’s technologies enable sustainable automotive and industry transformation.
Our portfolio includes turbochargers, electric turbos (E-Turbo) and electric compressors (E-Compressor) for both ICE and hybrid powertrains. In the zero-emissions vehicle category, the company offers fuel cell compressors for hydrogen fuel cell vehicles (FCEVs) as well as electric propulsion and thermal management systems for battery electric vehicles (BEVs).
We take pride in our extensive infrastructure, boasting five R&D centers, 13 manufacturing sites, and a team of 9,300 professionals spread across over 20 countries.
