Responsibilities
words The Douyin search team is mainly responsible for Douyin search algorithm innovation and architecture research and development, including short video, live broadcast, local life, visual search and other business lines. Currently under the wave of AIGC, the team is committed to developing the next generation of model-based search engine solutions based on model research to meet users' growing needs for intelligent interaction and comprehensively improve the way users live and communicate in the future world. 1. Exploring the model, responsible for data construction, fine-tuning, alignment and other model optimization work related to model application 2. Implementation of model application in Douyin search scenarios, including semantic relevance, intelligent content understanding, generative creation, logical reasoning, etc. 3 , Participate in the research and development of the next generation model-based search engine 4. In-depth research and exploration in more search usage scenarios.
Qualifications
1. Excellent coding ability, data structure and basic algorithm skills, proficient in C/C++ or Python, ACM/ICPC, NOI/ Priority will be given to winners of IOI, Top Coder, Kaggle and other competitions 2. Those who are familiar with NLP and CV related algorithms and technologies, and those who are familiar with model training, fine-tuning, and RL algorithms will be given priority 3. In the field of models, those who have led projects with high influence may have Candidates with excellent papers will be given priority 4. Excellent problem analysis and solving skills, able to deeply solve problems in model training and application 5. Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress.