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The Principal AI Data Scientist will lead AI initiatives involving computer vision, deep learning, and natural language processing (NLP) for a large retailer. This role focuses on solving complex problems and enhancing the company's internal research and development capabilities to maintain a competitive edge in the analytics industry. The position involves working on large-scale projects that deliver value to customers and collaborating with various teams to drive business outcomes.