Machine Learning Engineer, TikTok Search Local Services

Machine Learning Engineer, TikTok Search Local Services Join to apply for the Machine Learning Engineer, TikTok Search Local Services role at TikTok . About TikTok TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok sponsorship of a visa. Responsibilities Support the local video service business to enhance user discovery of life services such as hospitality, dining, and leisure; Improve the search experience in local services and promote ecosystem growth; Utilize large-scale machine learning techniques in search and recommendation scenarios with billions of users to: Improve user shopping experiences & Enhance conversion efficiency; Design and implement local services search algorithms across the full stack, including: Query analysis, relevance, recall, coarse ranking, fine ranking, and blended ranking. Personalized behavior modeling for relevance computation; CTR (Click-Through Rate) prediction, CVR (Conversion Rate) prediction. Vector recall and value blending. Qualifications Minimum Qualifications Excellent analytical and problem-solving skills; Strong foundation in machine learning and deep learning, with experience in NLP (Natural Language Processing), Personalization; Exceptional coding skills with solid knowledge of data structures and algorithms; Proficiency in Linux development environments. Preferred Qualifications Prior experience in search, recommendation, or advertisement algorithms; Familiarity with local life services and e-commerce businesses. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. We are committed to creating an inclusive environment that values diverse skills, experiences, and perspectives. J-18808-Ljbffr

Location: Singapore, SG

Posted Date: 5/1/2025