Backend Lead (Golang) - Content

Responsibilities:

• Lead the development and optimization of recommendation algorithms and strategies for Binance's information flow and push products.
• Apply cutting-edge algorithms to enhance product metrics and user experience.
• Manage and coordinate the team to ensure project progress.

Requirements:

• Proficient in GO programming language; familiarity with Python/C++/Java is a plus. Strong coding skills with a solid foundation in data structures and algorithms.
• Familiar with content and user profiling algorithms and strategies, including but not limited to NLP and semantic models.
• Understanding of common recall strategies and models in recommendation systems, including CF, FM, LSTM, Graph recall, and DSSM.
• Familiar with common ranking models such as LR, GBDT, Wide & Deep, DNN, deepFM, MMOE, DIN and DICN.
• Knowledge of fusion and re-ranking algorithms, including reinforcement learning, evolutionary learning, MMR and DPP.
• Experience with deep learning tools like TensorFlow and PyTorch, with hands-on project experience preferred; experience in recommendation and search-related projects is a plus.
• Experience in developing social products.
• Proven team management experience.