Tiktok - Seattle, WA
posted 4 months ago
TikTok is the leading destination for short-form mobile video, with a mission to inspire creativity and bring joy. The algorithm team at TikTok is responsible for developing state-of-the-art computer vision, natural language processing (NLP), and multimodality models and algorithms to protect the platform and its users from content and behaviors that violate community guidelines and related regulations. This team plays a crucial role in ensuring that TikTok provides the best user experience while maintaining a safe environment for all users. As a new graduate joining this team, you will have the opportunity to participate in the development of cutting-edge content understanding models aimed at improving the recognition of violated content on TikTok. You will also be responsible for continuously optimizing our distributed model training framework, which is essential for the effective training of large models. The role involves exploring advanced multimodal and computer vision models, as well as applying large language models (LLMs) in various business scenarios, including pre-training and few-shot learning. At TikTok, we believe that every challenge is an opportunity to learn, innovate, and grow as a team. We are committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our workplace reflects the diverse communities we serve, and we are passionate about celebrating these diverse voices. TikTok is also dedicated to providing reasonable accommodations in our recruitment processes for candidates with disabilities or other protected reasons.