Tiktok - Seattle, WA
posted 3 days ago
TikTok is the leading destination for short-form mobile video, with a mission to inspire creativity and bring joy. Our team is dedicated to developing state-of-the-art Natural Language Processing (NLP) and Machine Learning (ML) algorithms that enhance user experiences, improve merchant service quality, and foster 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. As an NLP Algorithm Engineer, you will play a crucial role in constructing massive knowledge graphs of 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 goals. In this position, you will be responsible for knowledge graph construction, which includes understanding products, content, and feedback, as well as building category, brand, and Stock Keeping Unit (SPU) structures. You will also construct knowledge graphs that represent buyers and products, ensuring that our algorithms are robust and effective in delivering a superior user experience. This role requires a blend of technical expertise, creativity, and collaboration, as you will be working in a dynamic environment that encourages innovation and the pursuit of bold ideas.