Software Engineer, ML Inference Performance

SambaNova Systems • San Mateo, CA

2d

About The Position

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. About The Role The Principal Compiler Engineer - ML Systems position will be responsible for working with the different layers of the compiler stack and coordinating with other development teams here at SambaNova. It is a critical role responsible for driving innovation in compiler infrastructure and optimization algorithms that enable state-of-the-art ML model performance on the SambaNova platform. This can involve anything from digging through PyTorch and machine learning models to determining how to map operations on to our underlying hardware.

Requirements

• Bachelor’s or Master’s Degree in Computer Science, Computer Engineering, or equivalent with 5-10 years of industry experience.
• Deep theoretical understanding of compiler fundamentals.
• Experience building and deploying software products.
• 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.

Nice To Haves

• Experience with one or more deep learning frameworks (i.e. TensorFlow, PyTorch) is a plus.
• Experience with MLIR.
• Familiarity with machine learning models and frameworks.
• Familiarity with accelerated computing.
• Exposure to dataflow architectures.

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.

Benefits

• 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.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level