About the company
The Binance Exchange is a leading cryptocurrency exchange founded in 2017 in Hong Kong. It features a strong focus on altcoin trading. Binance offers crypto-to-crypto trading in more than 600 cryptocurrencies and virtual tokens, including Bitcoin (BTC), Ether (ETH), Litecoin (LTC), Dogecoin (DOGE), and its own token Binance Coin (BNB).
Job Summary
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.
