What are some typical challenges compute infrastructure software engineers face when optimizing large-scale systems?

Compute Infrastructure Software Engineers often encounter challenges in ensuring scalability, reliability, and performance across diverse hardware and software environments. Balancing resource allocation, minimizing latency, and troubleshooting distributed systems require strong problem-solving skills and a deep understanding of both networking and operating systems. Additionally, collaborating with hardware teams, application developers, and site reliability engineers is key to quickly identifying and resolving issues that affect system efficiency.