Machine Learning Intern (Push Notification-TikTok Recommendation) - 2024 Fall/Of

Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible. 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, to innovate, and to 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. Join us. The Push Notification team is responsible for TikTok notification sending strategies and algorithms for both in-app, out of app, and inbox page notifications. Our team is one of the core teams that contribute most significantly to the growth of TikTok active users. Every day, tens of millions of users open the TikTok platform through these push notifications and accessing content they find interesting and valuable. Your contribution to the team will have the opportunity to directly reach hundreds of millions of users on TikTok. We aim to build the world-leading push system, developing cutting-edge push technology and providing users with the most relevant content at the most appropriate time and thus creating a solid user base and create long-term value for TikTok. We are looking for talented individuals to join us for an internship in 2024. Internships at TikTok aim to offer students industry exposure and hands-on experience. Turn your ambitions into reality as your inspiration brings infinite opportunities at TikTok. This Internship Program runs for 10-24 weeks. Candidates can also apply for both Off-cycle Intern position and Program Intern position. Applications will be reviewed on a rolling basis. We encourage you to apply early. Candidates can apply to a maximum of TWO positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early Responsibilities- Optimize push notification timing strategies and models, enhancing the system's time and frequency selection capabilities using Reinforcement Learning, Deep Time-Series models, etc., to improve user experience and relevant metrics. Apply mainstream and cutting-edge machine learning models, such as DeepFM, Uplift model, Deep Retrieval, DIN, etc., for the optimization of recall, pre-ranking, ranking models. This includes optimizing model structure, feature engineering, and model performance. Build industry-leading push systems, including strategies, models based on massive data, better user interest modeling and enhance user experience. Support several vertical businesses, such as social push, live-stream push, trending push, etc., collaborating with product and operations teams to develop push notification strategies and enhance the contribution of push notifications to different vertical businesses. Optimize push content creativity, including auto-generation and optimal selection of copy, images, and other elements. Qualifications 1. BS/MS degree or equivalent work experience required 2. Able to commit to working for 12 weeks during Summer 2024 3. Graduating December 2024 onwards with the intent to return to degree program after the completion of the internship 4. Strong coding skills with a solid foundation in data structures and algorithms. 5. Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment Preferred Qualifications: 1. Strong ability to analyze and solve problems, passionate about addressing challenging issues. 2. Strong communication and teamwork skills 3. Prior experience in push & recommendation systems, search engines, TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too. TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at earlycareers.accommodationstiktok.com By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy.