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.
Are you ready for a unique opportunity to work at the hardware-software boundary on technology that will set a trend for years to come? Here at SambaNova, we have assembled some of the greatest minds in the industry set on revolutionizing the AI market. DataScale® is our integrated software and hardware systems platform with optimized algorithms and next-generation processors, which delivers unmatched capabilities and efficiency across applications for training, inference, data analytics, and high-performance computing.
Accelerating ML computation demands the perfect balance between computation, memory, and communication. The Sambanova RDU processor exposes hardware as a sea of computing & memory units that are seamlessly reconfigurable by our dataflow compiler to achieve the perfect balance that maximizes a network’s performance. To maximize overall system performance is a cross-stack HW/SW co-design problem with advanced simulation technologies at its center. Compiler decisions and optimizations, a deep understanding of pipelined hardware, as well as research and development in cutting-edge simulator technology are needed to be able to pinpoint performance bottlenecks and maximize overall performance in current and future system generations.
We are looking for brilliant software engineers with deep system software knowledge, a passion for the hardware-software interface, and the desire and growth mindset to build on their core competence and learn new disciplines. You will be part of a world-class team and the performance leader in today’s machine learning and high-performance computing race.
Responsibilities
- Develop and drive the usability and performance of the simulation infrastructure used to optimize the performance of current systems and define next-generation systems
- Develop and implement highly-parallel runtime systems for running, testing, and analyzing overall system performance
- Develop high-level and detailed models of hardware and system behavior
- Develop infrastructure and tests for functional verification, performance correlation, and simulation performance
- Develop a deep understanding of the hardware and software stacks
- Develop complementary skills to what you already know
Skills and Qualifications
- No more than 2 years of full time relevant work experience
- Proficient in C, C++, and Python
- Ability to debug complex functional and performance problems
- Familiarity with distributed memory and compute systems
- Knowledge of computer architecture, pipelining, and hardware performance
Behaviors
- Growth mindset and excellent problem-solving skills
- Passion to write scalable, sustainable, extendable code while reducing technical debt
- Own the problem, shows technical leadership
- Respectful, team-player, mentor
Differentiators
- MS or PhD in EE or CS
- Demonstrated HW/SW codesign work, system software, and/or compiler work
- Experience developing and debugging machine learning accelerator HW or SW
- Experience from relevant simulation and or model development
- Strong communication skills
Benefits Summary for US-Based Full-Time Direct Employment Positions
(The Recruiter will provide benefit details for non-US-based roles)
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.
Submission Guidelines
Please note that in order to be considered an applicant for any position at SambaNova Systems, you must submit an application form for each position for which you believe you are qualified.
If you are a new, recent (within the last two years), or upcoming college graduate and are interested in opportunities with SambaNova Systems, please apply through our university job listings.
EEO Policy
SambaNova Systems is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard basis of age (40 and over), color, disability, gender identity, genetic information, marital status, military or veteran status, national origin/ancestry, race, religion, creed, sex (including pregnancy, childbirth, breastfeeding), sexual orientation, and any other applicable status protected by federal, state, or local laws.
Top Skills
What We Do
AI is changing the world and at SambaNova, we believe that you don’t need unlimited resources to take advantage of the most advanced, valuable AI capabilities - capabilities that are helping organizations explore the universe, find cures for cancer, and giving companies access to insights that provide a competitive edge.
We deliver the world’s fastest and only complete AI solution for enterprises and governments with world-record inference performance and accuracy. Powered by the SambaNova SN40L Reconfigurable Dataflow Unit (RDU), organizations can build a technology backbone for the next decade of AI innovation with SambaNova Suite. Our fully integrated hardware-software system, DataScale®, enables organizations to train, fine-tune, and deploy the most demanding AI workloads using the largest and most challenging models. Most recently, with the launch of our newest offering, SambaNova Cloud, developers can supercharge AI-powered applications on Llama 3.2 models.
SambaNova was founded in 2017 in Palo Alto, California, by a group of industry luminaries, business leaders, and world-class innovators who understand AI. Today, we’ve built an incredibly smart and motivated team dedicated to making a lasting impact on the industry and equipping our customers to thrive in the new era of AI.
Why Work With Us
As a talent first company, we aim to hire the greatest and most innovative minds in the industry- driving the next generation of AI computing where no barrier is too high and the possibilities are truly limitless. We encourage our peers to take risks and take the initiative to make a lasting impact on the AI and ML industries.
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