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. The e-commerce alliance team is focused on serving merchants and creators within the e-commerce platform, aiming to meet business indicators for merchants while enhancing the creative efficiency of creators. This role involves designing and building large-scale machine learning algorithms to optimize e-commerce search engines, including aspects such as ranking, query analysis, and correlation calculations. The position requires a deep understanding of various business indicators related to sorting scenarios, such as relevance, click-through rates, and conversion rates. As a Senior Machine Learning Engineer, you will be responsible for building machine learning solutions and algorithm strategies through the analysis of extensive user queries. This will empower merchants and improve the overall matching capabilities of the platform. You will also analyze creator and merchant behaviors using large datasets to develop targeted algorithm strategies that enhance monetization efficiency and promote industrial upgrading. Your work will support the rapid development of TikTok's e-commerce business, serving millions of merchants and striving to provide users with the best shopping experience while fostering healthy ecological development. The ideal candidate will possess a solid programming foundation, proficiency in at least one programming language such as C++, Python, or Shell, and experience in algorithm development. Familiarity with deep learning frameworks and algorithms is essential, as is the ability to work independently and collaboratively within a team. Experience in search engines, recommendation systems, and computational advertising is preferred. TikTok is committed to creating an inclusive environment that values diverse perspectives and experiences, and the company is dedicated to providing reasonable accommodations for candidates with disabilities or other protected reasons.