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The Data Scientist position at Home Depot focuses on supporting data science initiatives aimed at enhancing business profitability, efficiency, and customer experience. This role involves applying advanced analytical methodologies to large datasets to derive meaningful insights and solve business challenges. Data Scientists are expected to document their code into a library of reusable algorithms and collaborate with cross-functional teams to communicate insights effectively to both technical and non-technical stakeholders.