Senior Software Architect - Deep Learning and HPC Communications

Senior Software Architect – Deep Learning and HPC CommunicationsJoin to apply for the Senior Software Architect – Deep Learning and HPC Communications role at NVIDIASenior Software Architect – Deep Learning and HPC Communications4 days ago Be among the first 25 applicantsJoin to apply for the Senior Software Architect – Deep Learning and HPC Communications role at NVIDIANVIDIA 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 We Are SeekingCome work for the team that brought to you NCCL, NVSHMEM & GPUDirect. Our GPU communication libraries are crucial for scaling Deep Learning and HPC applications! We\’re seeking a Senior Software Architect to help co-design next-gen data center platforms and scalable communications software.DL and HPC applications have a huge compute demands and already run at scales of up to tens of thousands of GPUs. GPUs are connected with high-speed interconnects (e.g. NVLink, PCIe) within a node and with high-speed networking (e.g. InfiniBand, Ethernet) across nodes. Efficient and fast communication between GPUs directly impacts end-to-end application performance. This impact continues to grow with the increasing scale of next generation systems. This is an outstanding opportunity to advance the state-of-the-art, break performance barriers, and deliver platforms the world has never seen before. Are you ready to build the new and innovative technologies that will help realize NVIDIA\’s vision?What You Will Be DoingInvestigate 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 Website. 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 CrowdExpertise 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.JR1997937Seniority levelSeniority levelMid-Senior levelEmployment typeEmployment typeFull-timeJob functionIndustriesComputer Hardware Manufacturing, Software Development, and Computers and Electronics ManufacturingReferrals increase your chances of interviewing at NVIDIA by 2xSign in to set job alerts for “Senior Software Architect” roles.Software Architect – Java, Spring Boot, Cloud, Kubernetes, Microservices – Remote – Public sector – €110,000Paderborn, North Rhine-Westphalia, Germany 3 weeks agoSenior Full Stack Softwareentwickler*In (f/m/d)Lead Software Architect – Infrastructure as a Service (IaaS)Aachen, North Rhine-Westphalia, Germany 1 month agoSenior Architect (Integration), Professional ServicesSenior Software Engineer – Python/MongoDBSoftware Architect – Containers / VirtualisationFrankfurt am Main, Hesse, Germany 3 days agoSoftware Architect – Containers / VirtualisationSoftware Architect – Containers / VirtualisationSoftware Architect – Containers / VirtualisationSoftware Architect – Containers / VirtualisationFrankfurt am Main, Hesse, Germany 6 days agoSoftware Architect – Containers / VirtualisationSenior-Softwareentwickler (m/w/d) – full remoteSoftware Architect – Containers / VirtualisationWe’re unlocking community knowledge in a new way. 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