Compiler Developer

About The Role In this role, you are responsible to build a highly scalable compiler toolchain for our future chip generations. You will participate in many fundamental architectural decisions and have the opportunity to contribute on upstream open-source projects. What You Will Do - building/maintaining SEMRON's ML compiling toolchain for our accelerator - design & implement various compiler operations as well as lowering and optimization passes - collaborate with ML & quantization engineers/researchers to realize compilation of generic NNs for SEMRON's hardware What You Should Bring In - in-depth knowledge of C++ - hands-on experience in compiler technologies like LLVM Helpful But Not Required - experience with machine learning compiler infrastructure like MLIR/IREE or TVM - experience in polyhedral compilation techniques About Us SEMRON develops a 3D scaled AI inference chip, incorporating GPT-3.5-like models on a square cm silicon with minimal power consumption. This revolutionary CMOS-compatible semiconductor technology enables running generative AI at the edge, making it possible for wearable tech, smartphones, and beyond. With a trend towards large foundation models, SEMRON can serve multiple markets with minimal adjustments and simplify the software stack.