Remote Backend Lead

Summary

Join Binance, the leading global blockchain ecosystem and cryptocurrency infrastructure provider, as we accelerate cryptocurrency adoption and increase the freedom of money. As a mission-driven organization, we offer endless opportunities to learn and excel.

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
• Proficient in at least one language of Java and Golang
• Familiar with the design of distributed systems with large traffic, high concurrency and high performance Application, good at performance tuning is preferred
• Familiar with SQL, NoSql database technology, familiar with Mysql, Oracle, DynamoDB, Redis, familiar with AWS, Alibaba Cloud data Library development and management
• Have excellent editing skills and habits, have multi-thread tuning experience, good at Version control, issue tracking, agile development
• Good logical analysis ability and design thinking ability
• Have good teamwork ability, communication skills, self-drive talent First

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

Preferred Qualifications

• 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

Benefits

• Competitive salary
• Flexible working hours, remote-first, and casual work attire