software engineer
Role details
Job location
Tech stack
Job description
Runtime is responsible for the lowest levels of the SambaNova stack, efficiently interacting with the hardware to provide the best application performance and maximize hardware utilization. We handle all aspects of software infrastructure to enable higher level applications, including:
- High performance user libraries
- Operating System interface/integration
- Data model manipulation for scaling
- Networking/communication intra and inter node
- Orchestration of partitioned workloads
- Error monitoring and tools for system management and observability
We build a high performance, distributed and scalable software execution environment for SambaNova DataScale & Cloud platforms to support data-flow applications such as ML training and inference and HPC applications., We are searching for a software engineer who will work on all parts of the runtime stacks, supporting AI, ML, and scientific applications in high-performance distributed systems. You will participate in building, testing and deploying next-generation high-performance compute systems for AI applications at scale. We expect the candidate to have a strong background in programming, building and testing software in distributed systems, performance tuning of large scale systems, and good teamwork and planning skills. Role Responsibilities
- Work on design and implementation of new and enhanced features of the runtime stack to support high performance and scalable ML inference and training applications
- System software (drivers and kernel) support for the next generation silicon.
- Design user-space libraries for high performance and high utilization of HW resources.
- User-facing tools (analysis, job and HW management, profiling, debugging, etc) for Datascale systems.
- Collaborate with other teams including Hardware, ML Application, Compiler, DevOps.
Requirements
- Bachelor's in Computer Science, Computer Engineering, or equivalent and with 3-5 years of industry experience
- Proficiency in C/C++ and Python
- Experience with user space libraries, operating systems, and kernel drivers
- Experience working with highly concurrent and distributed systems, with a focus on performance and scalability
Preferred Qualifications
- Experience with different types of fabrics, such as PCIe, Infiniband, and RoCE
- Experience with fast networking stacks, such as RDMA
- Good communication skills and enthusiasm to help colleagues
Benefits & conditions
SambaNova offers a competitive total rewards package, including the base salary, plus equity and benefits. We cover 95% premium coverage for employee medical insurance, and 77% premium coverage for dependents and offer a Health Savings Account (HSA) with employer contribution. We also offer Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life, and AD&D insurance plans in addition to Flexible Spending Account (FSA) options like Health Care, Limited Purpose, and Dependent Care. Our library of well-being benefits available to you and your dependents includes a full subscription to Headspace, Gympass+ membership with access to physical gyms, One Medical membership, counseling services with an Employee Assistance Program, and much more.