Working at SambaNova
SambaNova Systems is looking for a talented and motivated Network Architect to help us solve the most challenging and impactful problems in machine learning and artificial intelligence.
Responsibilities
As a Network Architect at SambaNova, you'll be responsible for defining the next generation of silicon and networking fabric solutions to enable state-of-the-art scale-up competitiveness for supercomputer scale AI/ML systems.
- 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
Basic Qualifications
- BS, MS, or PhD degree in Computer Science, Computer Engineering or Electrical Engineering
- 10+ years of industry experience in ML / supercomputer / public cloud / networking
Additional Required Qualifications
- 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
Preferred Qualifications
- 15+ years of industry experience in ML / supercomputer / public cloud / networking industries
- Good understanding of ASIC development cycles
- Knowledge of machine learning architecture and/or computer architecture
- Experience in building or proficiently using network simulators
- Experience in leading silicon, packaging, system hardware, system software cross-functional teams
- Experience in conducting perf and perf/tco trade-off analysis on different interconnect choices
- Familiarity with off-the-shelf optical IP and optical switches
- Understanding / hands-on experience in end-to-end optical systems
- Hands-on experience in working with IP/switch hardware vendor to enhance and customize solutions
Annual Salary Range and Level
The base salary for this position ranges from $215,000/year up to $275,000/year. This range is based on role, level, and location and reflects the salary target for new hires in the US. Individual pay within the range will depend on a number of factors, including a candidate’s job-related qualifications, skills, competencies and experience, and location.
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