The Senior Machine Learning Engineer at Kimchi is tasked with optimizing the inference stack, enhancing customer performance while also improving company margins. Key responsibilities include increasing throughput, reducing latency, maximizing KV cache efficiency, and addressing cold start issues. Candidates should have over 5 years of experience in building ML systems, particularly in inference or training infrastructure, along with strong production-grade Python skills.