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Sonnet over 1 year ago
ca / berkeleyca / remote (united states)fulltimemachine learningsan francisco
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Skills Required: Machine Learning, Deep Learning, NLP, ETL, Software Engineering,

🐳 About the RoleWe’re looking for a Founding Machine Learning Engineer to join us to build the engineering foundations of Sonnet.

🦄️ Your ImpactLead technical design and implementation of our ML pipelinesDefine how data flows and how infra is managed from scratchDirectly drive the product roadmap and impact business metricsDefine our engineering culture and build a world-class team with us

✨ Must HaveBachelor’s degree in Computer Science or related technical field or equivalent technical experience3+ years working experience with deep learning in industry or academia or can demonstrate an equivalent level of competency in the areaExperience with natural language models like BERT, GPT, etc.Experience implementing ML models in a production environmentStrong software engineering background with a good understanding of computer architecture and how it affects inference speedEnjoy and thrive in fast-moving startups and highly autonomous environment

🚀 Good to haveExperience with Reinforcement Learning and related learning algorithmsExperience with fine-tuning and prompt engineering on large language modelsExperience working with acceleration techniques such as quantization, pruning, and knowledge distillationExperience working with Amazon SageMaker for training large machine learning models

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