СШАSoftware Engineer - Host and Network IO
1 мес. назад
СШАSeniorHybrid
socket programmingrdma verbsfpgaasic
Develop and optimize full IO path implementation for high-speed AI chip systems, focusing on network stack, bandwidth, latency, and resource optimization.
Обязанности
- The Host and Network IO Team develops the full IO path implementation between a distributed system of server nodes, through the cluster, down to the custom RoCE network stack implemented in ' system, and over the proprietary IOs onto the WSE. As a software developer on the team, you will interface between AI application-level IO teams, cluster architecture teams, and FPGA/ASIC teams to develop solutions that optimize bandwidth and latency while minimizing congestion, pauses, pause spreading, unfairness, etc. Strong skills in socket programming will enable you to deploy robust management operations, while deftness in RDMA Verbs will enable you to optimize CPU resources and shape network traffic to deliver real world impact on AI performance metrics, as well as developing tools for gaining insight and visibility into network behavior. Meticulous analysis and rigour are key tenants of this role, harnessing that together with a deeply-understood mental model of the server, NIC, protocol, switch, and custom hardware behavior will enable you to lead network debug, optimize traffic patterns, and prescribe architectural changes.
- Develop x86 & ARM software to expose next-generation hardware IO capabilities for AI/HPC application teams
- Govern a generic IO API with multiple internal users.
- Develop control and configuration subsystems directly interacting with hardware
- Drive network performance debug of large AI clusters
- Gather and analyze network statistics and packet traces to root cause and alleviate bottlenecks and sub-optimalities.
- Develop tools/telemetry for increasing visibility into the network and IO datapath.
- Optimize cpu/mem utilization leveraging kernel bypass and zero-copy techniques
- Integrate leading edge networking technologies and protocols
- Lead cross-functional technical projects spanning multiple teams and integrating diverse software and hardware components to deliver an improved network IO solution.
- Foster clear and effective communication across teams and stakeholders.
Требования
- Master's/PhD in Computer Science or Electrical Engineering + 1 year industry experience, OR 3+ years industry experience.
- Experience in large software environments.
- Embedded systems, HW/SW co-design, and some driver development.
- Network protocol familiarity (TCP, RoCE) and network debug tools such as Wireshark, or willingness to learn
- Some network switch environment familiarity or willingness to learn (Arista, Juniper, etc.).
- Detail-oriented but keen to learn the bigger picture and step out of comfort zone to embrace the unknown.
Условия
- People who are serious about software make their own hardware. At , we have built a breakthrough architecture that is unlocking new opportunities for the AI industry. With dozens of model releases and rapid growth, we’ve reached an inflection point in our business. Members of our team tell us there are five main reasons they joined :
- Build a breakthrough AI platform beyond the constraints of the GPU.
- Publish and open source their cutting-edge AI research.
- Work on one of the fastest AI supercomputers in the world.
- Enjoy job stability with startup vitality.
- Our simple, non-corporate work culture that respects individual beliefs.
- Find out more about what it's like to work at here !
- Apply today and become part of the forefront of groundbreaking advancements in AI!
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Другое
- Systems builds the world's largest AI chip, 56 times larger than GPUs. This architecture allows to deliver industry-leading training and inference speeds; over 10 times faster than GPU-based hyperscale cloud inference services. This order of magnitude increase in speed is transforming the user experience of AI applications, unlocking real-time iteration and increasing intelligence via additional agentic computation. works with the leading model labs, global enterprises, and cutting-edge AI-native startups. OpenAI recently announced a multi-year partnership with , to deploy 750 megawatts of scale, transforming key workloads with ultra high-speed inference.