Tiktok - San Jose, CA
posted 3 days ago
TikTok is the leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. We are seeking passionate individuals to explore innovative applications and solutions for large models in TikTok multimedia, including video, images, and audio. In this role, you will design and develop state-of-the-art deep learning engineering optimization solutions to support model development and iteration in content understanding and generative AI. Your primary focus will be on optimizing end-to-end efficiency in model training and inference, which includes data management, training/inference acceleration, resource utilization enhancement, distributed training support for large-scale models, model architecture optimization, and model compression. You will also be responsible for communicating and collaborating with colleagues in cross-functional teams to improve models, algorithms, and engineering infrastructures. Additionally, you will provide AI solutions for multimedia business scenarios across all TikTok products, such as streaming media transmission, image/video/audio creation, and content consumption. This position is integral to our mission of creating a platform that helps imaginations thrive and drives impact for our company and the communities we serve.