Tiktok - San Jose, CA
posted 3 months ago
TikTok is the leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. Our global headquarters are located in Los Angeles and Singapore, with additional offices in major cities around the world. At TikTok, we believe that creation is at the core of our purpose, and we strive to help imaginations thrive. This philosophy extends to our teams, who work collaboratively to inspire creativity and bring joy to our users. We view every challenge as an opportunity to learn, innovate, and grow together, driving impact for ourselves, our company, and the communities we serve. The algorithm team plays a crucial role in developing state-of-the-art computer vision, natural language processing (NLP), and multimodality models and algorithms. Our primary goal is to protect our platform and users from content and behaviors that violate community guidelines and regulations. Through our continuous efforts, TikTok aims to provide the best user experience and spread joy globally. We are currently seeking new graduates to join our team, where you will have the opportunity to participate in the development of cutting-edge content understanding models. This includes improving the recognition ability of violated content on TikTok and optimizing our distributed model training framework. In this role, you will collaborate with product teams to define business objectives and enhance our trust and safety strategy. You will also work closely with engineering teams to deploy machine learning models, design online model workflows, and implement serving pipelines at scale. Additionally, you will collaborate with data scientists to understand key challenges and propose data-driven strategies. Your work will involve state-of-the-art content understanding techniques, including unimodal/multimodal content classifiers, active learning models, reinforcement learning models, and large language models.