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Full-Time

Principal Engineer

Foundation LLM

Posted on 7/19/2023

SambaNova Systems

SambaNova Systems

51-200 employees

Enterprise-ready AI and deep learning platform

Government & Public Sector
AI & Machine Learning
Financial Services

Senior

Palo Alto, CA, USA

Category
Backend Engineering
Full-Stack Engineering
Security Engineering Management
Software Engineering
Required Skills
Python
Tensorflow
Theano
Requirements
  • 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++
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.

SambaNova Systems is a leader in the AI technology sector, specializing in providing a robust enterprise-ready AI platform that includes generative AI, computer vision, and model ownership technologies. The company focuses on accelerating AI and deep learning capabilities for a diverse range of industries, making it an excellent environment for those looking to push the boundaries in advanced AI applications. This, combined with a service model that offers quick deployment of state-of-the-art AI solutions, makes it a highly competitive and cutting-edge place to work.

Company Stage

Series D

Total Funding

$1.1B

Headquarters

Palo Alto, California

Founded

2017

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%

Benefits

Flexible PTO in US

Parental Leave

Benefits (medical, dental and vision)

Flexible Spending Accounts

401k/Pensions

Gym Access

Flexible Working Hours

INACTIVE