Machine Learning Engineer Intern
About The Position
KLA is seeking a Machine Learning Engineer Intern to join its algorithms team and develop machine learning solutions for semiconductor manufacturing. The intern will work with experienced engineers and scientists, applying machine learning to real-world data and contributing to critical dimension (CD) metrology. The role is part of KLA’s Semiconductor Products and Customers business unit and the Film and Scatterometry Technology (FaST) division. FaST provides metrology solutions for advanced semiconductor manufacturing, including systems for measuring film thickness, critical dimensions, composition, and resistivity, and works with customers from early research and development through high-volume production.
Requirements
- Currently pursuing a Master's or PhD in Computer Science, Electrical Engineering, Physics, Applied Mathematics, or a related STEM field.
- Strong Python skills and hands-on deep learning experience with PyTorch or a similar framework.
- Solid machine learning and data science fundamentals.
- Strong problem-solving skills.
- Less than 1 year of related experience.
Nice To Haves
- Publications in physics-informed machine learning.
- Experience with real-world experimental or sensor data.
- Background in optics, imaging, or other physical sciences.
Responsibilities
- Build, train, and evaluate machine learning and deep learning models for critical dimension (CD) metrology.
- Develop physics-informed machine learning approaches that incorporate physical models and constraints into model design and training.
- Explore methods for learning from limited data and estimating uncertainty.
- Write clean, reusable Python code.
- Present results to the team.
Benefits
- Medical, dental, vision, life, and other voluntary benefits (interns are eligible for some listed benefits).
- 401(k) with company matching (interns are eligible for some listed benefits).
- Employee stock purchase program (ESPP) (interns are eligible for some listed benefits).
- Student debt assistance (interns are eligible for some listed benefits).
- Tuition reimbursement program (interns are eligible for some listed benefits).
- Development and career growth opportunities and programs (interns are eligible for some listed benefits).
- Financial planning benefits (interns are eligible for some listed benefits).
- Wellness benefits, including an employee assistance program (EAP) (interns are eligible for some listed benefits).
- Paid time off and paid company holidays (interns are eligible for some listed benefits).
- Family care and bonding leave (interns are eligible for some listed benefits).
- Performance incentive programs may be available.
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What This Job Offers
Career Level
Intern
