The Senior ML Engineer at Kimchi will focus on optimizing the inference stack to improve model performance and customer experience. Key responsibilities include enhancing throughput, reducing latency, maximizing KV cache efficiency, eliminating cold starts, and ensuring quality during quantization. The ideal candidate will have over five years of experience in machine learning systems, particularly in inference and training infrastructure, and possess strong Python skills.