Machine Learning Engineer - Search Recommendation (E-commerce) - Singapore
Detalhes do emprego
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. TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, with offices in New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. Together, we inspire creativity and bring joy—a mission we all believe in and aim towards achieving every day. To us, every challenge, no matter how difficult, is an opportunity to learn, innovate, and grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact for ourselves, our company, and the communities we serve. About the team The Search Growth E-commerce team is at the forefront of developing the search recommendation algorithm for TikTok's rapidly expanding global e-commerce enterprise. Utilizing cutting-edge machine learning technology, advanced NLP, CV, recommendation, and multi-modal technology, we're shaping a pioneering engine within the industry. Our objective is to deliver the ultimate e-commerce search experience to over 1 billion active TikTok users worldwide. Responsibilities Elevate search recommendation services and models for TikTok E-commerce, driving heightened e-commerce search traffic on both TikTok and TikTok Mall, while enhancing user search and purchasing cognition. Optimize the recommender system, focusing on hyperscale machine learning models, spanning recall/first-stage ranking to final-stage ranking within the end-to-end workflow. Push the boundaries of short text and general recommendation technology, with a specific emphasis on the interaction between recommendation and NLP technology. Qualifications Minimum Qualifications Bachelor or advanced degree in computer science or a related technical discipline. Excellent coding skills. Solid knowledge of data structure and algorithms. Excellent in analysis, modeling, and problem-solving, with the ability to see the essence of problems from complex data. Publication records in top journals or conferences will be a plus. Experience winning ACM-ICPC medals will be a plus. Preferred Qualifications 3+ years of machine learning experience. Good product sense with a focus on user experience. Domain knowledge or working experience in modern Recommendation, Search, Advertisement, or E-commerce. TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform #J-18808-Ljbffr
Apply safely
To stay safe in your job search, information on common scams and to get free expert advice, we recommend that you visit SAFERjobs, a non-profit, joint industry and law enforcement organization working to combat job scams.
