Machine Learning Engineer Intern (Global E-commerce Risk Control) - 2025 Summer (PhD)

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content. Why Join Us Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us. TEAM INTRODUCTION The E-Commerce Risk Control (ECRC) team's mission is : * To protect TikTok e-commerce users, including and beyond buyer, seller, creator; * To make Tiktok e-commerce the safest and most trusted place worldwide to transact online by securing the integrity of the e-commerce ecosystem and providing a safe shopping experience on the platform; * Through building software systems, risk models and operational processes, as well as collaborating with many cross-functional teams and stakeholders. The ECRC team works to prevent and detect any risk attempts in Tiktok e-commerce platforms (e.g. TikTok Shop) and to mitigate the negative impact on our customers and Selling Partners (Sps), covering multiple classical and novel business risk areas such as account integrity, incentive abuse, malicious activities, brushing, click-farm, information leakage etc. We are looking for talented individuals to join us for an internship in 2025. Internships at ByteDance aim to offer students industry exposure and hands-on experience. Turn your ambitions into reality as your inspiration brings infinite opportunities at ByteDance. 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 ByteDance and its affiliates' jobs globally. Internships at ByteDance aim to provide students with hands-on experience in developing fundamental skills and exploring potential career paths. A vibrant blend of social events and enriching development workshops will be available for you to explore. Here, you will utilize your knowledge in real-world scenarios while laying a strong foundation for personal and professional growth. It runs for 12-24 weeks and begins in May/June 2025. Successful candidates must be able to commit to one of the following start dates below: * Monday, May 12 * Monday, May 19 * Tuesday May 27 (Memorial Day May 27) * Monday, June 9 * Monday, June 23 We will prioritize candidates who are able to commit to these start dates. Please state your availability clearly in your resume (Start date, End date). RESPONSIBILITIES * Develop and implement innovative machine learning algorithms to manage business risks in TikTok's products and platforms. * Prototype and explore novel solutions, conduct experiments to validate hypotheses, and provide insights to Product and Tech teams. * Collaborate with multidisciplinary teams to enhance current automation processes. * Build efficient data querying infrastructure for real-time and offline analysis. Identify opportunities to strengthen risk defense solutions. * Define risk control metrics and promote data-driven practices. Align teams and stakeholders on numeric goals for risk control. * Document technical processes and effectively communicate results through writing, visualizations, and presentations.