Senior AI Engineer
2 days ago
We are seeking a highly skilled Principal Engineer to join our Foundation LLM team at SambaNova Systems. As a key member of our team, you will play a critical role in shaping the future of AI and unlocking its value across various aspects of an organization's business and operations.
Key Responsibilities- Design and implement large-scale data pipelines that feed billions of high-quality tokens into LLMs.
- Continuously improve SambaNova's LLM by exploring new ideas, including but not limited to new modeling techniques, prompt engineering, instruction tuning, and alignment.
- Curate and crawl the necessary dataset to induce domain specificity.
- Collaborate with product management and executive teams to develop a roadmap for continuous improvement of LLM and incorporate new capabilities.
- Work closely with the product team and our customers to translate product requirements into requisite LLM capabilities.
- Expand LLM capabilities into new languages and domains.
- Develop applications on top of LLMs including but not limited to semantic search, summarization, conversational agents, etc.
- Bachelor's or Master's degree in engineering or science fields.
- 5-10 years of hands-on engineering experience in machine learning.
- Experience with one or more deep learning frameworks like TensorFlow, PyTorch, Caffe2, or Theano.
- A deep theoretical or empirical understanding of deep learning.
- Experience building and deploying machine learning models.
- Strong analytical and debugging skills.
- Experience with either one of Large Language Models, Multilingual Models, Semantic Search, Summarization, Data Pipelines, Domain Adaptation (finance, legal, or bio-medical), and conversational agents.
- Experience in leading small teams.
- Experience in Python and/or C++.
- Experience working in a high-growth startup.
- A team player who demonstrates humility.
- Action-oriented with a focus on speed & results.
- Ability to thrive in a no-boundaries culture & make an impact on innovation.
We offer 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.
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