Responsibilities 1:Identify valuable data sources and automate collection processes. 2:Undertake preprocessing of structured and unstructured data. 3:Analyze large amounts of information to discover trends and patterns. 4:Build predictive models and machine learning algorithms. 5:Combine models through ensemble modeling.