Tiktok - San Jose, CA
posted 27 days ago
TikTok is the leading destination for short-form mobile video, with a mission to inspire creativity and bring joy. The Privacy and Security team at TikTok plays a crucial role in ensuring user protection by promoting privacy by design. As data is the cornerstone of privacy, safeguarding user data is one of our primary objectives. The team is focused on developing data-driven and AI-driven privacy modeling technologies, which are emerging areas in the industry that are yet to be well-defined. By joining this team, you will have the opportunity to refine the privacy-aware data understanding and perception framework, utilizing advanced privacy technology and AI techniques to ensure user privacy across TikTok's products and platforms. This role also involves conducting applied research on state-of-the-art methods in related fields, providing numerous opportunities to explore a wide variety of scenarios and undertake cutting-edge research work that impacts billions of users and customers. As a Senior Machine Learning Engineer, you will lead the analysis and understanding of massive textual and non-textual information within the realm of privacy data using natural language processing (NLP) algorithms. Your responsibilities will include developing highly-scalable classifiers, predictive models, and algorithms, with a particular emphasis on areas such as text classification, knowledge graph construction, and intelligent dialogue. You will also implement relevant applications in the fields of privacy and security, which includes the development of content generation, reasoning, and code generation. Additionally, you will explore cutting-edge technologies related to NLP and apply them to scenarios focused on privacy, ensuring that TikTok remains at the forefront of privacy technology.