Research Scientist - Intelligent Editing, Multimodality

About the team The Intelligent Creation Team is the AI, special effects, and audio-video creation technology team, responsible for the core technology and business development. It covers a variety of technical fields, including deep learning, computer vision, graphics, speech, recording and editing, special effects, client and server engineering, and provides cutting-edge content understanding, content creation, interactive experience, and consumption capabilities and industry solutions to other business lines within the company and external partners in various forms. Responsibilities 1. Conduct cutting-edge research and development in computer vision and machine learning, especially in the areas of multi-modal understanding, vision and language, large-scale training, etc. 2. Transfer advanced technologies to ByteDance products; 3. Explore new products with artificial intelligence technology at its core. Minimum Qualifications - At least 1 year of research and practical experience in one or more areas of computer vision, including but not limited to: - Experience in multimodal understanding, such as video highlight detection and slicing, audio/music understanding, etc. - Experience in vision and language, such as image/video captioning, retrieval, VQA, and other related fields. - Experience with language models and apply them in various downstream tasks, especially for intelligent editing. - Experience in large-scale training and RLHF. Preferred Qualifications - Preferring candidates with publications in venues such as CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML or ACL, EMNLP, COLING, etc - Highly competent in algorithms and programming; Strong coding skills in C/C++ and Python. - Work and collaborate well with team members. - Ability to work independently.