Lam Research is a leading supplier in the semiconductor equipment industry, dedicated to excellence in the design and engineering of etch and deposition products. The intern will collaborate with the modeling team to develop machine learning models, assist in AI/ML solution design, and conduct data analysis to support various applications.
Responsibilities
Collaborate with the modeling team to develop and implement machine learning models and algorithms.
Assist in the design, development, and optimization of AI/ML solutions for various applications.
Conduct data analysis, preprocessing, and feature engineering to support model development.
Write and maintain high-quality code for AI/ML projects, ensuring efficiency and scalability.
Apply knowledge of computational solid mechanics or CFD to enhance AI/ML models and simulations.
Participate in research and development activities to explore new AI/ML techniques and methodologies.
Document project progress, methodologies, and results for internal and external reporting.
Qualification
Required
Pursuing a BS or MS degree in Computer Science, Engineering, Applied Mathematics, or a related field.
Experience working with and modifying/extending large codebases written by others.
Strong experience in AI/ML, including knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
Proficiency in programming languages such as Python and Java.
Solid understanding of data structures and algorithms.
Supportive knowledge in computational solid mechanics or CFD is highly desirable.
Experience with data analysis and visualization tools (e.g., Pandas, NumPy, Matplotlib).
Excellent problem-solving skills and the ability to work independently and as part of a team.
Strong communication skills and the ability to present technical information clearly.
Ability to work full-time during summer.
Preferred
Secondary degree or minor in Mechanical Engineering
Experience with high-performance computing (HPC) and parallel processing.
Familiarity with cloud computing platforms (e.g., Azure).
Knowledge of version control systems (e.g., git) and collaborative development workflows.
Deep understanding of transport phenomena and the underlying mathematical principles
Experience with object-oriented programming
Solid understanding of statistical modeling/ data mining/active learning
Benefits
Our Perks And Benefits
At Lam, our people make amazing things possible. That’s why we invest in you throughout the phases of your life with a comprehensive set of outstanding benefits.
Lam Research supplies wafer fabrication equipment and services to the worldwide semiconductor industry.
