推荐算法工程师-抖音电商
Core
Optimizing e-commerce personalized recommendation algorithms for TikTok/Douyin and Toutiao product lines, including product, live streaming, and short video recommendations.
Role type
Senior IC machine-learning engineer (recommendation systems)
Builds
Recommendation systems for e-commerce content and live streaming
Domain
E-commerce, Content streaming, Machine Learning
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
Publications in KDD, NeurIPS, WWW, SIGIR, WSDM, ICML, IJCAI, AAAI, RecSys, Data mining competitions
