Tiktok - Seattle, WA
posted 3 months ago
TikTok is the leading destination for short-form mobile video, with a mission to inspire creativity and bring joy. The algorithm team plays a crucial role in developing advanced computer vision, natural language processing (NLP), and multimodality models and algorithms to ensure the safety and integrity of the platform. This team is dedicated to protecting users from content and behaviors that violate community guidelines and regulations. By continuously innovating and optimizing our models, TikTok aims to enhance user experience and maintain a joyful environment for all users worldwide. As a new graduate joining our team in 2025, you will have the unique opportunity to contribute to the development of cutting-edge content understanding models. Your work will focus on improving the recognition capabilities of violated content on TikTok, as well as optimizing our distributed model training framework. This role involves collaboration with various teams, including product, engineering, and data science, to define business objectives and enhance our trust and safety strategies. You will engage in state-of-the-art content understanding techniques, including unimodal and multimodal content classifiers, active learning models, reinforcement learning models, and large language models. At TikTok, we believe in the power of collaboration and innovation. We encourage our team members to embrace challenges as opportunities for growth and learning. Our inclusive workplace values diverse perspectives and experiences, fostering an environment where creativity can thrive. We are committed to providing reasonable accommodations for candidates with disabilities and other protected reasons, ensuring that everyone has the opportunity to succeed in our recruitment processes.