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:
šLead the development and optimization of recommendation algorithms and strategies for Binance's information flow and push products. šApply cutting-edge algorithms to enhance product metrics and user experience. šManage and coordinate the team to ensure project progress.
Requirements:
šProficient in GO programming language; familiarity with Python/C++/Java is a plus. Strong coding skills with a solid foundation in data structures and algorithms. šFamiliar with content and user profiling algorithms and strategies, including but not limited to NLP and semantic models. šUnderstanding of common recall strategies and models in recommendation systems, including CF, FM, LSTM, Graph recall, and DSSM. šFamiliar with common ranking models such as LR, GBDT, Wide & Deep, DNN, deepFM, MMOE, DIN and DICN. šKnowledge of fusion and re-ranking algorithms, including reinforcement learning, evolutionary learning, MMR and DPP.