Software Development Engineer - Machine Learning/AI Runtime

Amazon is seeking a customer-focused Software Development Engineer to enhance their product catalog, which is crucial for online shopping. This role involves leveraging machine learning to improve product discovery and customer experience by analyzing large datasets and developing innovative solutions.ResponsibilitiesPartner with applied scientists and other engineers to take emerging agent and enrichment ideas from prototype to robust, instrumented production systems that can be evaluated, improved, and scaledAnalyze and process large amounts of data to identify and extract valuable information from diverse sources (e.g., product catalog, customer reviews, search queries, product images, external knowledge bases)Actively participate in idea and roadmap generationWork creatively through and around perceived limitations and/or challenges imposed by the delivery platform to enable delightful experiences for customersEffectively present work to all levels of the leadershipBe an effective collaborator in a cross functional team of SDEs, Technical Program Managers, and Product ManagersDesign and build systems to extract structured knowledge from unstructured and semi-structured data sources that extend beyond existing catalog schemaBuild LLM prompts and tune them to meet Precision and Recall requirements for novel attribute discoveryBuild scalable, efficient, and automated knowledge discovery pipelines that surface new product dimensions for both conventional and agentic consumersDefine and evolve new schema patterns to represent previously uncaptured product knowledge