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We are building the next-generation Data Platform that sets the standard for freshness, accuracy, comprehensiveness, and ease of use to power Warner Music Group's business. We are reimagining this platform from the ground up, including how we store, represent, ingest and serve factual data about artists, songwriters, and their works; how we ingest, process, ETL, and serve data about music consumption across all digital platforms we partner with; and how we represent the relationships between artists, songwriters, and their works to power next-generation search and discovery for our analysts and business partners. Our Data Platform will be the foundation of all we do at Warner Music Group, feeding core business processes like marketing optimization, performance tracking, and rights acquisition and distribution; next-generation capabilities like artist-fan connection, trend analysis and other machine learning powered applications; and even advanced capabilities like generative AI applications in music.