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The role involves architecting and building cloud infrastructure management systems and platforms that plan, monitor, deploy, and operate AI compute. It requires over ten years of experience with distributed systems, reliable production operations, cloud security, and fluency in a language such as Go, Rust, Java, or C++, along with mentoring skills.