Senior Principal Compiler Engineer
SambaNova Systems
- Location
- Austin, Texas, United States; San Jose, California, United States
- Employment
- Full Time
- Work model
- On-Site
- Level
- Principal
- Salary
- $180k/yr
- H-1B history
- 4 approvals (FY2023)
- Posted
- 1h ago
Skills
About this role
The era of pervasive AI has arrived. In this era, organizations will use generative AI to unlock hidden value in their data, accelerate processes, reduce costs, drive efficiency and innovation to fundamentally transform their businesses and operations at scale.
SambaNova Suite™ is the first full-stack, generative AI platform, from chip to model, optimized for enterprise and government organizations. Powered by the intelligent SN40L chip, the SambaNova Suite is a fully integrated platform, delivered on-premises or in the cloud, combined with state-of-the-art open-source models that can be easily and securely fine-tuned using customer data for greater accuracy. Once adapted with customer data, customers retain model ownership in perpetuity, so they can turn generative AI into one of their most valuable assets.
About the team
The compiler team at SambaNova powers the DPU through a unique compilation strategy. By fusing kernels into dataflow graphs that run across the entire accelerator architecture, we avoid sequential kernel launches and eliminate the memory traffic that bottlenecks conventional hardware. This is a key differentiator and unlike any other product on the market.
About the role
As a Senior Principal Compiler Engineer you'll lead critical areas of our compiler including the IR and pass infrastructure, model lowering and partitioning, tensor tiling, memory management, and mapping operations onto the fabric. You'll operate in a tightly coupled environment, influencing hardware design to optimize performance, and bring the technical judgement, cross functional diplomacy, foresight, and low-level programming depth that integrated system design demands. You'll work with senior team members to ensure career growth and engagement, mentor and develop early career talent, actively recruit for the organization, and participate in interviews.
Responsibilities
• Lead compiler engineering through ensuring standard methodologies, enterprise product insertion and process evolution.
• Work with peers, domain experts, developers, customers, and work across the enterprise seeking optimal solutions.
• Develop, integrate, and implement products.
• Provide support for proposals in key areas aligned with core team competencies.
Basic Qualifications
• Bachelor’s or Master’s Degree in Computer Science, Computer Engineering, or equivalent with 5-10 years of industry experience.
Additional Qualifications
• Deep theoretical understanding of compiler fundamentals.
• Experience building and deploying software products.
• Experience with one or more deep learning frameworks (i.e. TensorFlow, PyTorch) is a plus.
• Experience with common compiler development practices and methodologies.
• Excitement about high-performance systems engineering and performance debugging.
• An appreciation for process and developing cross-disciplinary collaboration.
Preferred Qualifications
• Experience with MLIR.
• Familiarity with machine learning models and frameworks.
• Familiarity with accelerated computing.
• Exposure to dataflow architectures.
Base Salary Range
Base Pay Range
$180,000—$240,000 USD
<span style="font-family: helvetica,