Applied Machine Learning Engineer - NLP
Palo Alto, CA
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SambaNova Systems
SambaNova delivers the first full-stack generative AI platform, from chip to model, designed for enterprise and government entities and powered by a dataflow architecture. SambaNova delivers the accuracy, transparency, and ownership of models...Applied Machine Learning Engineers at SambaNova Systems are our experts at developing and deploying machine learning models. They stay up-to-date with the latest academic research in deep learning and run experiments to investigate statistical and systems tradeoffs. They are responsible for driving innovation in models and algorithms that run on the SambaNova platform and provide an ML-focused perspective to other teams. Applied machine Learning (ML) engineers therefore often operate at the intersection of algorithms and software/hardware systems at SambaNova.
SambaNova leads the trend of large modern foundation NLP models for industrial domain-specific applications. Our NLP team innovates from strategic product pathfinding to large scale production. We are excited to have talents on board, pushing towards democratizing the modern NLP capability in real-world use cases.
Specific Responsibilities:
- Building large language models (LLM) on SambaNova’s software / hardware stack
- Implementing NLP applications and optimizing the statistical performance and system efficiency
- Deploy the NLP application to low-code solution platform for vertical industries
- Software & hardware co-design for fast training and inference in large NLP models.
- Applied research to solve key data and compute requirements in democratizing NLP models to real-world use cases for customer success
Skills and Qualifications:
- Experience with one or more deep learning frameworks like TensorFlow, PyTorch, Caffe2, or Theano
- Deep theoretical or empirical understanding of deep learning
- Experience building and deploying machine learning models
- Experience in Python and/or C++
- Strong analytical and debugging skills
- (Optional) Interest in high performance machine learning systems and performance optimization
Customers turn to SambaNova to quickly deploy state-of-the-art AI capabilities to meet the demands of the AI-enabled world. Our purpose-built enterprise-scale AI platform is the technology backbone for the next generation of AI computing. We enable customers to unlock the valuable business insights trapped in their data. Our flagship offering, Dataflow-as-a-ServiceTM, overcomes the limitations of legacy technology to power the large complex foundation models that enable customers to discover new services and revenue streams, and boost operational efficiency. Headquartered in Palo Alto, California, SambaNova Systems was founded in 2017 by industry luminaries, and hardware and software design experts from Sun/Oracle and Stanford University.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Dataflow Deep Learning Industrial LLMs Machine Learning ML models NLP Oracle Python PyTorch Research Statistics TensorFlow Theano
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