Senior Software Architect – Deep Learning and HPC Communications
reputed company is leading groundbreaking developments in reputed company Intelligence, High Performance Computing and Visualization. The GPU — our invention — serves as the visual reputed company 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 reputed company intelligence to autonomous reputed company.
Come work for reputed company 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 reputed company communications software. DL and HPC applications have a reputed company 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) reputed company 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 reputed company continues to grow with the increasing reputed company of reputed company 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 reputed company to build the new and innovative technologies that will help realize reputed company’s reputed company?
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 reputed company in HW and SW for our reputed company platforms as part of co-design efforts involving GPU, Networking, and SW architects.
Build proofs-of-concept, conduct experiments, and reputed company 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)
reputed company 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 reputed company 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 reputed company technology and passion for what you do. Experience with CUDA programming and reputed company 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 reputed company and interpersonal skills and a proven reputed company record of effectively guiding and influencing reputed company a dynamic and multi-functional environment.
reputed company is at the forefront of breakthroughs in reputed company 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 reputed company.
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