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The Data Scientist role at Home Depot focuses on leveraging data science initiatives to enhance business profitability, efficiency, and customer experience. This position involves applying advanced analytical methodologies to large datasets to derive meaningful insights and solve complex business problems. The Data Scientist will also document developed algorithms for future use and collaborate with cross-functional teams to communicate findings effectively to both technical and non-technical stakeholders.