Job Location: Kolkata
Responsibilities
– Mine and analyze data from various sources to drive optimization and improvement of product development.
– Assess the effectiveness and accuracy of new data sources and data gathering techniques.
– Develop custom data models and algorithms to apply to data sets.
– Develop AB testing framework and test model quality.
– Implement models and monitor outcomes.
– Develop processes and tools to monitor and analyze model performance and data accuracy.
– Defining new data collection and analysis processes
Requirements
– Strong problem-solving skills with an emphasis on product development.
– Experience in using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
– Experience in working with and creating data architectures.
– Experience with distributed datacomputing tools like Hadoop, Hive, Spark, etc
– Experience in visualization tools (Tableau, Spotfire, R-Shiny, Excel, D3J etc) is an advantage
– Good understanding of Machine Learning Algorithms
– Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, etc.) and experience in applying the same
– Strong knowledge in Linear Algebra
– Master’s in Statistics, Mathematics, or Computer Science.
– Ability to generate comprehensive reports
– Attention to detail
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