Network Architect - ML Processors and Systems

6 days ago

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SambaNova Systems

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High Performance Computing • Artificial Intelligence • Machine Learning • GPT3 • Foundation Models

201 - 500

Description

•Conduct research and development in state-of-the-art networking solutions •Define and own networking architecture specifications of performant, robust and efficient communications for the next generation super-pod scale ML hardware •Define and own the ML networking roadmap, leading a cross-functional effort of software, systems and silicon •Collaborate with executive leadership to align network initiatives against product competitiveness requirements •Stay on top of and contribute to industry standards representing SambaNova

Requirements

•BS, MS, or PhD degree in Computer Science, Computer Engineering or Electrical Engineering •10+ years of industry experience in ML / supercomputer / public cloud / networking •Proven track record of successful full-cycle development and delivery from planning to product in networking / ML scale up processors and systems •Track record of ownership and definition of various networking and routing protocols •Deep understanding and hands-on experience defining various networking topologies for large machine clusters •Deep understanding of congestion management, QoS, security isolation •Deep understanding of reliability, availability and serviceability from networking perspective •Capable of abstracting and analyzing network performance from real world application •Capable of breaking down networking requirements into silicon, packaging, system software, runtime software and compiler software requirements •Strong hands-on analytical and debug skills to make progress on challenging problems in an ambiguous and highly dynamic environment •Strong coding skills with C++, Python, etc. •Highly motivated, self-driven, independent, organized and strong collaboration and communication skills •Cross-functional team leadership experience

Benefits

•95% premium coverage for employee medical insurance •77% premium coverage for dependents •Health Savings Account (HSA) with employer contribution •Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life, and AD&D insurance plans •Flexible Spending Account (FSA) options like Health Care, Limited Purpose, and Dependent Care •Full subscription to Headspace •Gympass+ membership with access to physical gyms •One Medical membership •Counseling services with an Employee Assistance Program •And much more.