KLA
Milpitas, CA, USA
Advanced Algorithm Intern
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Job Description/Preferred Qualifications
Join our Advanced Algorithms team as a Summer Intern! Work on cutting-edge research in advanced computational methods and technologies. You’ll work on investigating and characterizing next-generation solutions against current best-known methods. This is a hands-on role where you’ll collect data using KLA tools and software, analyze and summarize results, and help automate analysis workflows.
Responsibilities
- Innovate next-generation ML solutions to accelerate electromagnetic solvers with HPC
Education
- Currently pursuing a Ph.D. in Physics, Mathematics, Computer Science, Electrical Engineering, or a related field.
Technical Expertise
- Experience in Triton and graph computing
- Strong background in computational methods for physics simulations (electromagnetics preferred)
- Expertise on graph compute methods for HPC
- Expertise in machine learning for physics-based problems (e.g., Fourier Neural Operator, Physics-Informed Neural Networks) is a plus
Programming Skills
- Proficiency in Triton, C++, Pytorch/JAX/Tensorflow
Other Skills
- Graph Computing, excellent data visualization and communication abilities.
Minimum Qualifications
- Currently pursuing a Ph. D. in Physics, Mathematics, Computer Science, Electrical Engineering, or a related field.