Responsibilities
1. Responsible for the development and application of Douyin content understanding algorithm product functions and basic content feature systems, including basic technical support and implementation of CV, NLP, audio and other technologies in short videos, live broadcasts, comments and other scenarios 2. Main work directions include: (1) Responsible for the construction of content categories and intent identification in short videos, live broadcasts, comments and other scenarios (2) Responsible for the summary of content information and analysis of key information in short videos, live broadcasts, comments and other scenarios, and the construction of industry domain knowledge information (3) Responsible for the research and development and application of multi-modal technology to improve the specific performance of multi-modal models and LLM in business.
Qualifications
1. Have a solid foundation in machine learning, have an in-depth understanding of CV/multimodal technology, NLP technology, and GPT technology, have solid mathematical skills, and have strong self-learning ability 2. Have solid coding skills, and be proficient in using relevant machine learning frameworks and engineering frameworks 3. Have experience in the field of multi-modal large models, and experience in short video and graphic algorithm fields will be preferred 4. Applicants who have published papers in high-level computer science conferences and journals such as NIPS, ICML, CVPR, ICCV, ECCV, IJCAI, AAAI, KDD, SIGIR, WWW, ACL, PAMI, IJCV, etc. or have competition experience will be given priority.
