The Next Chapter W&S

You will optimize large-scale GPU clusters and high-performance computing infrastructure to maximize computational throughput for AI workloads. The role involves a balance of operational troubleshooting and architectural design projects to maintain global HPC systems.

You will trace, profile, and optimize Linux kernel subsystems for massive GPU clusters and InfiniBand fabrics. Additionally, you will troubleshoot performance bottlenecks and integrate new hardware into the existing distributed infrastructure.

You will be responsible for tuning the performance of clusters and InfiniBand networks to ensure optimal operation in GPU-based environments. Additionally, you will analyze and troubleshoot root causes of infrastructure issues while integrating new hardware into the existing stack.

Design and validate production-grade distributed training and large-scale inference architectures on massive GPU clusters. Collaborate with customers to debug, optimize, and scale ML workloads while influencing product roadmaps based on real-world performance requirements.