Data Scientist & ML Engineers

NovumTech Partners is seeking Data Scientists and ML Engineers to join their team. The role involves researching and developing machine learning models, architecting ML pipelines, and designing innovative data approaches for AI models in a healthcare context.

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
• Experience with deep reinforcement learning
• Experience with knowledge graphs, knowledge bases and ontologies
• Experience with probabilistic graphical models
• Experience with semantic search architectures