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Data Scientist & ML Engineers
Data Scientist & ML EngineersNovumTech Partners • San Francisco, CA, United States
Data Scientist & ML Engineers

Data Scientist & ML Engineers

NovumTech Partners • San Francisco, CA, United States
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Responsibilities

  • Working as part of our team researching and develop machine learning models
  • Architecting ML training, validation and inference pipelines
  • Designing and implementing approaches to maximizing the potential of data in AI models
  • Defining creative solutions to deep problems, and communicating your ideas to the team

Requirements

  • PhD or masters in a relevant field of study
  • Strong ML research and engineering utilizing established and emerging NLP technologies in a healthcare environment
  • Data-centric AI
  • Deep learning, problem solving and first principles understanding with proven application
  • Experience with information extraction from unstructured and structured healthcare data
  • Experience with MLOps
  • Desirable :

  • Experience with deep reinforcement learning
  • Experience with knowledge graphs, knowledge bases and ontologies
  • Experience with probabilistic graphical models
  • Experience with semantic search architectures
  • Some of the tools we are (and you will be) working with :

  • Python
  • Pytorch
  • SPARQL, Gremlin, NoSQL and SQL
  • Docker
  • AWS
  • Kubeflow
  • #J-18808-Ljbffr

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