Responsible to build sophisticated ML models and algorithms that extract structured data out of a variety of data sources e.g. product titles, descriptions, images etc. Build proofs of concepts and prototypes to test out initial hypotheses. Once validated, build and deploy production grade models that will be integrated into the production Catalog Ingestion pipelines. You will need take into anticipate how the algorithms change over time while also making tradeoffs such as scientific correctness vs business needs.