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