Data Scientist

1 week ago


San Francisco, United States NovumTech Partners Full time
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
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