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Lead AI And Machine Learning Engineer
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- We are looking for a Lead Machine Learning Engineer who will lead the effort to apply Natural Language Understanding and Processing (NLUP) in Healthcare Technology space.
- epocrates Engineering tech stack includes native iOS and Android apps, Java, AWS, Kafka, Knowledge Graph, SQL and non-SQL data store, React, TypeScript, Python, Vector Search DB, Docker and Kubernetes, a suite of in-house and third-party content publishing tools, A/B experiment design platform and a suite of commercial-advertising platform.
- Lead the effort to collect data for training NLUP models, including working with developers for the Human-in-the-loop curator tool.
- Strong experience in PyTorch, TensorFlow, Transformer (BERT and/or GPT) Fine Tuning, Vector Indexing Search, Large Language Model (LLM) with Retrieval Augmented Generation (RAG).
- Apache SPARK experience is a plus.
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