Tiktok - San Jose, CA
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 Natural Language Processing (NLP) and Machine Learning (ML) algorithms to enhance user experience, improve merchant service quality, and build a thriving ecosystem on our E-commerce Platform. Specifically, we focus on the algorithms that power Product Knowledge Graphs within TikTok's global e-commerce business. In this role, you will participate in the development of extensive knowledge graphs that represent real-world products, which are essential for supporting feed ranking, recommendations, and advertisements. You will collaborate closely with product managers, data scientists, and the product strategy and operations team to define product strategies and features that align with our mission. Your responsibilities will include constructing knowledge graphs that encompass product understanding, content feedback, and category/brand construction. You will also be tasked with building knowledge graphs that represent both buyers and products, ensuring that our algorithms are robust and effective in delivering a superior user experience.