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  • HPC Networking Lead - San Francisco - Magic

    Magic
    Magic San Francisco

    2 months ago

    Description
    Magic's mission is to build safe AGI that accelerates humanity's progress on the world's most important problems.

    We believe the most promising path to safe AGI lies in automating research and code generation to improve models and solve alignment more reliably than humans can alone.

    Our approach combines frontier-scale pre-training, domain-specific RL, ultra-long context, and inference-time compute to achieve this goal.


    About the role:


    As the HPC networking lead, you will be the lead technical contributor to an internal NCCL-like library, aiming to optimize performance for communication patterns our workloads require.


    What you might work on:
    Implement and tune custom collective communication algorithms for specific topologies
    Design and implement networking monitoring systems for our training clusters
    Implement and benchmark collective communication primitives to achieve low latency and high throughput
    Contribute to the development of debugging and profiling tools for network communication performance analysis
    Integrate new communication techniques into the overall system architecture


    What we're looking for:
    Deep understanding of sharding techniques used in distributed training (pipeline/tensor/data parallelism)
    Experience contributing to a collective communication library such as NCCL or an MPI implementation
    Expert understanding of RoCE/IB RDMA networks and have written distributed algorithms using RDMA
    A track record of contributing to open-source projects related to high-performance networking

    Magic strives to be the place where high-potential individuals can do their best work. We value quick learning and grit just as much as skill and experience.


    Our culture:
    Integrity. Words and actions should be aligned
    Hands-on. At Magic, everyone is building
    Teamwork. We move as one team, not N individuals
    Focus. Safely deploy AGI. Everything else is noise
    Quality. Magic should feel like magic


    Compensation, benefits and perks (US):

    Annual salary range:
    $225K - $550K
    Equity is a significant part of total compensation, in addition to salary
    401(k) plan with 6% salary matching
    Generous health, dental and vision insurance for you and your dependents
    Unlimited paid time off
    Visa sponsorship and relocation stipend to bring you to SF, if possible
    A small, fast-paced, highly focused team

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