Tiktok - Seattle, WA
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 a Senior Machine Learning Engineer, you will be at the forefront of developing advanced privacy-aware data understanding and perception frameworks. This role involves utilizing cutting-edge AI techniques to safeguard user data across TikTok's products and platforms. You will have the opportunity to conduct applied research on state-of-the-art methods in privacy and security, impacting billions of users and customers. In this position, you will lead the analysis of massive textual and non-textual information related to privacy data using natural language processing (NLP) algorithms. Your responsibilities will include developing highly-scalable classifiers, predictive models, and algorithms, focusing on text classification, knowledge graph construction, and intelligent dialogue. You will also implement relevant applications in privacy and security, including content generation, reasoning, and code generation. Exploring and applying cutting-edge technologies related to NLP to privacy-focused scenarios will be a key aspect of your work. The role requires a solid foundation in NLP algorithms, with practical experience in various areas such as text classification, similarity matching, dialogue question and answer, machine translation, knowledge graph construction, intention understanding, and sentiment analysis. You will need to demonstrate hands-on abilities with frameworks like TensorFlow or PyTorch, along with exceptional coding skills in programming languages such as Python, Go, or C++. Strong communication skills and the ability to work collaboratively in a team are essential for success in this role.