Understand key concepts, techniques and considerations in machine learning and data
analytics
Experience with implementing variety of predictive modeling algorithms/recommender
systems
Expert in Feature Selection/Extraction on a variety of data types
Good to have experience with cloud deployments of ML models using AWS/GCP/Azure for
training and as API endpoints to support production use cases