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- Strong SQL and Python (Pandas Library, basics of OOP and API endpoints) - Understanding of statistical modeling and ML Basics to find patterns and make predictions from large datasets - Solid comms (to articulate clearly with stakeholders) Mandatory Skillsets: SQL, Python, Statistics, AB testing/Hypothesis testing, Basics of Machine Learning .