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Meta
Menlo Park
**Summary:** Meta is seeking a Postdoctoral Researcher to join Fundamental AI Research (FAIR). We are committed to advancing the field of artificial intelligence by making fundamental advances in technologies to help interact with and understand our world. The mission of Meta FAIR's Systems for ML research is to advance the state of AI through open
Job Source: MetaKLA
Milpitas, CA, United States
Base Pay Range: $124,100.00 - $211,000.00 AnnuallyPrimary Location: USA-CA-Milpitas-KLAKLA's total rewards package for employees may also include participation in performance incentive programs and eligibility for additional benefits identified below. Interns are eligible for some of the benefits identified below. Our pay ranges are determined by r
Job Source: KLAKLA
Milpitas, CA, United States
Base Pay Range: $124,100.00 - $211,000.00 Annually Primary Location: USA-CA-Milpitas-KLA KLA's total rewards package for employees may also include participation in performance incentive programs and eligibility for additional benefits identified below. Interns are eligible for some of the benefits identified below. Our pay ranges are determined by
Job Source: KLAKLA Corporation
Milpitas, CA, United States
Base Pay Range: $124,100.00 - $211,000.00 Annually Primary Location: USA-CA-Milpitas-KLA KLA's total rewards package for employees may also include participation in performance incentive programs and eligibility for additional benefits identified below. Interns are eligible for some of the benefits identified below. Our pay ranges are determined
Job Source: KLA CorporationKLA-Belgium
Milpitas, CA, United States
Base Pay Range: $124,100.00 - $211,000.00 AnnuallyPrimary Location: USA-CA-Milpitas-KLAKLA’s total rewards package for employees may also include participation in performance incentive programs and eligibility for additional benefits identified below. Interns are eligible for some of the benefits identified below. Our pay ranges are determined by r
Job Source: KLA-BelgiumNVIDIA
Santa Clara
As a member of our team in NVIDIA's NVHPC compilers & tools group, you will analyze and run High Performance Computing (HPC) applications on HPC servers and systems to gain insight into the performance characteristics of these applications. The applications you'll work with range from small synthetic benchmarks that use a single core to full applic
Job Source: NVIDIASLAC National Accelerator Laboratory
Menlo Park, CA, United States
Research Associate - TID AEM/CED Job ID 5802 Location SLAC - Menlo Park, CA Full-Time Temporary **SLAC Job Postings** **Position Overview:** The Technology Innovation Directorate (TID), a directorate of the SLAC National Accelerator Laboratory seeks two Postdoctoral Scholars (Research Associate) to work on advanced charged particle and high density
Job Source: SLAC National Accelerator LaboratoryAdvanced Micro Devices , Inc.
San Jose, CA, United States
Overview: WHAT YOU DO AT AMD CHANGES EVERYTHING We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences the building blocks for the data center, artificial intelligence, PCs, gaming and embedded.
Job Source: Advanced Micro Devices , Inc.Menlo Park, CA, United States
Meta's AI Training and Inference Infrastructure is growing exponentially to support ever increasing uses cases of AI. This results in a dramatic scaling challenge that our engineers have to deal with on a daily basis. We need to build and evolve our network infrastructure that connects myriads of training accelerators like GPUs together. In addition, we need to ensure that the network is running smoothly and meets stringent performance and availability requirements of RDMA workloads that expects a loss-less fabric interconnect. To improve performance of these systems we constantly look for opportunities across stack: network fabric and host networking, comms lib and scheduling infrastructure.
Postdoctoral Researcher, AI/HPC Systems Performance (PhD) Responsibilities
Active member of a multi-disciplinary team to develop solutions for large scale training systems.
Responsible for the overall performance of the communication system, including performance benchmarking, monitoring and troubleshooting production issues.
Identify potential performance issues across the stack: comms lib, rdma transport, host networking, scheduling and network fabric. Develop and deploy innovative solutions to address the performance issues.
Minimum Qualifications
Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
BS/MS/PhD in relevant fields (EE, CS), with 4+ years work experience.
Experience with using communication libraries, such as MPI, NCCL, and UCX.
Experience with developing, evaluating and debugging host networking protocols such as RDMA.
Experience with triaging performance issues in complex scale-out distributed applications.
Must obtain work authorization in country of employment at the time of hire and maintain ongoing work authorization during employment.
Preferred Qualifications
Understanding of AI training workloads and demands they exert on networks.
Understanding of RDMA congestion control mechanisms on IB and RoCE Networks.
Understanding of the latest artificial intelligence (AI) technologies.
Experience with machine learning frameworks such as PyTorch and TensorFlow
Experience in developing systems software in languages like C++
Exposure triaging performance issues in complex scale-out distributed applications.
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Email Alert for Postdoctoral Researcher, AI/HPC Systems Performance (PhD) jobs in Menlo Park, CA, United States
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