Senior System Software Engineer - GPU Performance

What You Will Be Doing

• Conduct in-depth performance characterization and analysis on large multi-GPU and multi-node clusters.
• Study the interaction of our libraries with all HW (GPU, CPU, Networking) and SW components in the stack.
• Evaluate proof-of-concepts, conduct trade-off analysis when multiple solutions are available.
• Triage and root-cause performance issues reported by our customers.
• Collect a lot of performance data; build tools and infrastructure to visualize and analyze the information.
• Collaborate with a very dynamic team across multiple time zones.

What We Need To See

• M.S. (or equivalent experience) or PhD in Computer Science, or related field with relevant performance engineering and HPC experience.
• 3+ yrs of experience with parallel programming and at least one communication runtime (MPI, NCCL, UCX, NVSHMEM).
• Experience conducting performance benchmarking and triage on large scale HPC clusters.
• Good understanding of computer system architecture, HW-SW interactions and operating systems principles (aka systems software fundamentals).
• Ability to debug performance issues across the entire HW/SW stack.
• Proficient in a scripting language, preferably Python.
• Familiar with containers, cloud provisioning and scheduling tools (Kubernetes, SLURM, Ansible, Docker).
• Adaptability and passion to learn new areas and tools. Flexibility to work and communicate effectively across different teams and timezones.

Ways To Stand Out From The Crowd

• Practical experience with Infiniband/Ethernet networks in areas like RDMA, topologies, congestion control.
• Experience debugging network issues in large scale deployments.
• Familiarity with CUDA programming and/or GPUs.
• Experience with Deep Learning Frameworks such PyTorch, TensorFlow.

Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 152,000 USD - 241,500 USD for Level 3, and 184,000 USD - 287,500 USD for Level 4. You will also be eligible for equity and benefits.