Candidate must also possess Demonstrated Expertise DE with relational databases to extract, transform and query data from multiple heterogenous data sources. DE in statistical analyses using R, Python, or SAS using the scientific method. DE in application of machine learning programs in RPython to generate insight from complex data, make predictions and assist in task automation. DE building and designing visual analytic reporting dashboards and custombuilt visualizations for communicating insight from complex data to project stakeholders to assist decision making. DE using Git for version control and package dependency management for programming languages R, Python, Java and JavaScript for code development.

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