Tiktok - Seattle, WA
posted 3 days ago
TikTok is the leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. Our team is responsible for developing state-of-the-art NLP/ML algorithms and strategies to improve user consumption experience, inspire merchants' service quality and revenue, and build a fair and flourishing ecosystem on our E-commerce Platform. More specifically, our team is responsible for the algorithms of Product Knowledge Graphs under TikTok's global e-commerce business. In this role, you will participate in the development of massive knowledge graphs of real-world products to support feed ranking, recommendations, and ads. You will collaborate with product managers, data scientists, and the product strategy & operation team to define product strategies and features. Your responsibilities will include knowledge graph construction, which involves understanding product/content/feedback and constructing categories, brands, and SPUs. You will also be tasked with constructing knowledge graphs of buyers and products, which is crucial for enhancing the overall user experience on our platform.