推荐算法高级工程师-音乐
Core
Build international short-video music promotion and discovery systems to help artists grow and assist users in finding desired music.
Role type
Senior IC recommendation algorithm engineer (music)
Builds
Music recommendation features for international short-video platforms
Domain
Entertainment / Music / Recommendation Systems
Deliverable
production ML models
Required skills
Representation learning, Graph models, Deep learning, Transfer learning, Multi-task learning, Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, GBDT, DNN, Wide&Deep, XGboost, TensorFlow, PyTorch, C++, Python, Linux
Preferred skills
Experience in recommendation, advertising, or information retrieval, ability to lead sub-directions and drive technical planning
Responsibilities
Analyze user behavior data for long-term and short-term interest modeling, predict latent interests to improve recommendation precision, utilize advanced algorithms to enhance information matching efficiency