Data Scientist & ML Engineers

Company: NovumTech Partners
Location: San Francisco
Posted on: May 3, 2025

Job Description:

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 teamRequirements
  • 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 MLOpsDesirable:
    • Experience with deep reinforcement learning
    • Experience with knowledge graphs, knowledge bases and ontologies
    • Experience with probabilistic graphical models
    • Experience with semantic search architecturesSome 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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Keywords: NovumTech Partners, Livermore , Data Scientist & ML Engineers, Engineering , San Francisco, California