Support recommendation strategy projects for the e-commerce platform, including assisting in product mechanism design and basic strategy optimization.
Analyze user behavior and traffic distribution in recommendation scenarios (e.g., homepage, search, feeds), identify issues, and propose data-backed improvement suggestions.
Work closely with data analysts and algorithm teams to monitor recommendation performance, conduct basic analysis, and support A/B testing.
Collaborate with cross-functional teams (e.g., product, operations, marketing) to understand business needs and help translate them into recommendation use cases or optimization ideas.
Conduct competitor analysis and industry research on recommendation systems and personalization trends, providing insights to support product iterations.
Assist in tracking key metrics (e.g., CTR, CVR, GMV contribution) and preparing reports to evaluate recommendation effe...
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