Intern - Engineer (Design) at Microchip… · San Jose

Summary: Microchip Technology Inc. is a global organization that designs technology powering the world. The Intern - Engineer (Design) will focus on neural network modeling for analog compute-in-memory solutions and assist with hardware architecture development while collaborating with various engineering departments. Responsibilities: - The Intern - Engineer (Design) will be responsible for neural network modeling for analog compute-in-memory (ACIM) solutions, including modeling the variation and mismatch of various ACIM components - Additional responsibilities include modeling the power, performance, and area (PPA) of ACIM solutions and providing assistance with hardware architecture development for ACIM - The role also involves interfacing and coordinating with engineers across design, technology, process, and testing departments to support the advancement of ACIM technology Required Qualifications: - Master's or PhD candidate, degree in progress in Electrical Engineering and/or Computer Science (EECS) - Experience/knowledge in neural networks (MLP, GRU, CNN, sLLM, etc) - Experience/knowledge in neural network modelling for compute-in-memory - Experience in CAD tools ( HSPICE/HSIM, Verilog, Cadence Design Entry, etc) for design flow - Strong communication skills Preferred Qualifications: - Experience/knowledge in various non-volatile memory technologies - Experience/knowledge in VLSI design flow - Experience/knowledge of computer architecture - Experience in validation, debug, and testing - Semiconductor device physics knowledge - Knowledge of languages (Python, Tcl, C++/SystemC, etc.) Required Skills: Neural networks, Compute-in-memory modeling Important Skills: VLSI design flow, Computer architecture, CAD tools Nice-to-Have Skills: Semiconductor device physics, Programming languages, communication skills