Sambanovasystems
Senior Principal Machine Learning Engineer
San Jose, California, United States. Posted 3 months ago
The role
You will design, develop, and optimize machine learning models, specifically Large Language Models, to run on SambaNova's RDU hardware. This role involves hardware-software co-design and guiding the integration of LLM solutions into SambaStack and SambaCloud.
What you will do
- Define and drive technical strategy for ML model development, training pipelines, and inference systems
- Lead hardware-software co-design efforts with compiler, systems, and hardware teams
- Identify, evaluate, and champion state-of-the-art ML techniques
- Serve as the senior technical voice in design reviews and architectural decisions
- Mentor and develop principal and senior ML engineers
- Partner with product and engineering leadership to translate ML capabilities into customer-facing solutions
- Drive resolution of complex, ambiguous technical challenges
Required qualifications
- B.S. in Computer Science, Electrical Engineering, or related field
- 8+ years of industry experience in machine learning engineering
- Demonstrated record of technical leadership on large-scale or novel ML systems
- Deep expertise in LLM training, fine-tuning, inference optimization, and evaluation at scale
- Strong background in ML algorithms, deep learning architectures, and modern training methodologies
- Ability to lead and align cross-functional technical efforts and mentor senior engineers
- Track record of independently scoping and delivering high-complexity, high-ambiguity technical projects
Nice to have
- M.S. or Ph.D. in Computer Science, Electrical Engineering, or related field
- Experience with hardware-software co-design with non-GPU accelerators
- Publications or open-source contributions in LLM training or inference
- Experience with speculative decoding, mixture-of-experts, or long-context modeling in production
- Experience with reinforcement learning for post-training
- Familiarity with compiler or kernel-level optimization for ML workloads
Benefits
- Base salary plus equity
- 95% premium coverage for employee medical insurance
- 77% premium coverage for dependents
- Health Savings Account (HSA) with employer contribution
- Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life, and AD&D insurance plans
- Flexible Spending Account (FSA) options like Health Care, Limited Purpose, and Dependent Care
- Headspace subscription
- Gympass+ membership
- One Medical membership
- Counseling services with an Employee Assistance Program
About the company
SambaNova is a leader in next-generation AI infrastructure, delivering a full-stack inference platform for customers worldwide. Its technology is centered on the RDU (Reconfigurable Dataflow Unit).