ShopBackFrom company site
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Own search quality end to end, covering relevance, ranking, query understanding and the evaluation loop behind them. Frame messy problems into clear problem statements with defined success conditions, and set the quality bar for search. Build working AI-assisted prototypes, including ranking and routing changes tested against real queries, before specs are written. Lead product strategy for the search domain, connecting metric movements to relevance and ranking decisions and making trade-offs explicit. Build and maintain the operations and evaluation layer for search, including eval sets from real queries and LLM-as-judge scoring validated against human labels. Model AI-native practice and help other builders apply AI where it creates real leverage.
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