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Full-Time

Senior Engineer

Foundation LLM

Posted on 6/18/2024

SambaNova Systems

SambaNova Systems

51-200 employees

Enterprise-grade AI platform for data insights

Enterprise Software
AI & Machine Learning
Financial Services
Healthcare

Senior, Expert

Cambridge, UK

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
Python
Tensorflow
Pytorch
Theano
Requirements
  • 7+ years of hands-on engineering experience in machine learning
  • Bachelors/Masters in Computer Science/Computer Engineering/Electrical Engineering, any of the Sciences or equivalent
  • Experience in Python and/or C++
  • Experience with one or more deep learning frameworks like TensorFlow, PyTorch, Caffe2, or Theano
  • Experience working in a high-growth startup
  • Thorough theoretical or empirical understanding of deep learning
  • Experience building and deploying machine learning models
  • Strong analytical and debugging skills
  • Experience with Large Language Models, Multilingual Models, Semantic Search, Summarization, Data Pipelines, Domain Adaptation (finance, legal, or bio-medical), and conversational agents
Responsibilities
  • Designing and implementing large-scale data pipelines
  • Improving SambaNova’s LLM by exploring new ideas
  • Curating and crawling necessary datasets
  • Developing a roadmap for continuous improvement of LLM
  • Translating product requirements into requisite LLM capabilities
  • Expanding LLM capabilities into new languages and domains
  • Developing applications on top of LLMs

SambaNova Systems provides an enterprise-grade AI platform that helps businesses analyze and gain insights from their data. The platform combines both hardware and software solutions, allowing clients to deploy advanced AI models like GPT and Llama efficiently. This enables organizations in various sectors, including healthcare, finance, and technology, to extract valuable information from large datasets. What sets SambaNova apart from its competitors is its focus on accelerating AI implementation, which helps clients achieve a competitive advantage in their industries. The company's goal is to drive AI innovation globally, as demonstrated by its involvement in significant projects like Saudi Arabia's NEOM smart city initiative.

Company Stage

Series D

Total Funding

$1.1B

Headquarters

Palo Alto, California

Founded

2017

Growth & Insights
Headcount

6 month growth

11%

1 year growth

29%

2 year growth

13%
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Simplify's Take

What believers are saying

  • SambaNova's recent achievements, such as breaking the Llama 3 speed record, demonstrate its technological prowess and potential for continued innovation.
  • Recognition at events like VentureBeat Transform 2024 positions SambaNova as a leader in cutting-edge AI technology.
  • The launch of the world's fastest AI inference service could attract significant enterprise interest and drive revenue growth.

What critics are saying

  • The competitive AI market, dominated by giants like OpenAI and Nvidia, poses a constant threat to SambaNova's market share.
  • High dependency on the success of proprietary hardware like the SN40L chip could be risky if technological advancements slow down.

What makes SambaNova Systems unique

  • SambaNova Systems offers a full-stack AI platform that integrates both hardware and software, unlike many competitors who focus on one or the other.
  • Their SN40L chip architecture provides unparalleled speed and efficiency, setting new benchmarks in AI inference performance.
  • The company's involvement in high-profile projects like NEOM and partnerships with industry leaders like BlackRock highlight its capability to drive large-scale AI innovation.

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Benefits

Flexible PTO in US

Parental Leave

Benefits (medical, dental and vision)

Flexible Spending Accounts

401k/Pensions

Gym Access

Flexible Working Hours

INACTIVE