Senior Applied Scientist, Large Language Model - TikTok Privacy

DescriptionAbout TikTokTikTok 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, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo. Why Join UsCreation is the core of TikTok'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 TikTok, we create together and grow together. That's how we drive impact-for ourselves, our company, and the users we serve. Join us.The team aim to enhance privacy and security worldwide, tackling the unprecedented compliance challenges. We drive privacy initiatives across big data realms, utilizing different approaches. As data is the cornerstone of privacy, safeguarding user data is one of our primary objectives. Data-driven and AI-driven privacy modeling technologies are emerging areas that are yet to be well-defined in our industry. By joining the team, you will have the opportunity to refine the privacy-aware data understanding and perception framework, utilize advanced privacy technology and AI techniques to ensure our users’ privacy across TikTok's products and platforms. Simultaneously, we are conducting applied research on state-of-the-art methods in related fields. You will have numerous opportunities to explore a wide variety of scenarios and undertake cutting-edge research work to impact billions of users and customers.Responsibilities• Lead a team to develop large language models, with a particular focus on intelligent interactions, text generation, and the construction and enhancement of other core NLP/ML algorithm models.• Investigate cutting-edge technologies related to large language models and apply them to privacy-centric scenarios.• Lead and collaborate with cross-functional teams through implementing relevant applications within the domain of privacy, including but not limited to content generation, reasoning, and code generation, etc., to address business pinpoints at multiple levels of stakeholders .Qualifications• Bachelor's degree in Computer Science or a related technical field with 5 years of professional experience in related fields.• A solid foundation in NLP/ML-related algorithms, with comprehensive study and practical experience in specific areas of natural language processing and machine learning. These areas include, but are not limited to: text classification, sequence tagging, dialogue question and answer, knowledge graph/graph modeling, multi-modality modeling, among others.• Preference will be given to candidates familiar with large-scale model training and RL algorithms, and those capable of effectively solving problems in large-scale model training and application.• Demonstrated hands-on abilities, proficiency in at least one framework such as TensorFlow or PyTorch, including its training and deployment specifics. Familiarity with commonly used machine learning and deep learning algorithms, as well as a clear understanding of basic network model structures and text representation methods.• Exceptional coding skills, with proficiency in at least one programming language such as Python, Go, or C++, and a solid foundation in algorithms and data structures.• Strong team player with excellent communication skills. Practical experience in relevant business scenarios is preferred.• Experience with published papers in major conferences or influential open source projects are a huge plus; we would love to hear about your projects!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 https://shorturl.at/cdpT2RegularExperienced