Senior Software Architect - Deep Learning and HPC Communications

Senior Software Architect - Deep Learning and HPC Communications page is loaded## Senior Software Architect - Deep Learning and HPC Communicationslocations: Switzerland, Remote: Poland, Remote: UK, Remote: Germany, Remotetime type: Full timeposted on: Posted Todayjob requisition id: JR2008062NVIDIA is leading groundbreaking developments in Artificial Intelligence, High Performance Computing and Visualization. The GPU -- our invention -- serves as the visual cortex of modern computers and is at the heart of our products and services. Our work opens up new universes to explore, enables groundbreaking creativity and discovery, and powers inventions that were once considered science fiction, including artificial intelligence to autonomous cars.**What you will be doing:*** Investigate opportunities to improve communication performance by identifying bottlenecks in today's systems.* Design and implement new communication technologies to accelerate AI and HPC workloads.* Explore innovative solutions in HW and SW for our next generation platforms as part of co-design efforts involving GPU, Networking, and SW architects.* Build proofs-of-concept, conduct experiments, and perform quantitive modeling to evaluate and drive new innovations.* Use simulation to explore performance of large GPU clusters (think scales of 100s of 1000s of GPUs)**What we need to see:*** M.S./Ph.D. degree in CS/CE or equivalent experience.* 5+ years of relevant experience.* Excellent C/C++ programming and debugging skills.* Experience with parallel programming models (MPI, SHMEM) and at least one communication runtime (MPI, NCCL, NVSHMEM, OpenSHMEM, UCX, UCC).* Deep understanding of operating systems, computer and system architecture.* Solid in fundamentals of network architecture, topology, algorithms, and communication scaling relevant to AI and HPC workloads.* Strong experience with Linux.* Ability and flexibility to work and communicate effectively in a multi-national, multi-time-zone corporate environment.**Ways to stand out from the crowd:*** Expertise in related technology and passion for what you do. Experience with CUDA programming and NVIDIA GPUs. Knowledge of high-performance networks like InfiniBand, RoCE, NVLink, etc.* Experience with Deep Learning Frameworks such PyTorch, TensorFlow, etc. Knowledge of deep learning parallelisms and mapping to the communication subsystem. Experience with HPC applications.* Strong collaborative and interpersonal skills and a proven track record of effectively guiding and influencing within a dynamic and multi-functional environment.NVIDIA is at the forefront of breakthroughs in Artificial Intelligence, High-Performance Computing, and Visualization. Our teams are composed of driven, innovative professionals dedicated to pushing the boundaries of technology. We offer highly competitive salaries, an extensive benefits package, and a work environment that promotes diversity, inclusion, and flexibility. As an equal opportunity employer, we are committed to fostering a supportive and empowering workplace for all. #J-18808-Ljbffr