Backend Lead

3 days ago

Remote, Singapore Binance Full time

Binance is the leading global blockchain ecosystem and cryptocurrency infrastructure provider whose suite of financial products includes the world’s largest digital-asset exchange.

Our mission is to accelerate cryptocurrency adoption and increase the freedom of money.

If you’re looking for a fast-paced, mission-driven organization where opportunities to learn and excel are endless, then Binance is the place for you.

**Responsibilities**:

- Lead the development and optimization of recommendation algorithms and strategies for Binance's information flow and push products.
- 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.

**Working at Binance**
- Be a part of the world’s leading blockchain ecosystem that continues to grow and offers excellent career development opportunities
- Work alongside diverse, world-class talent in an environment where learning and growth opportunities are endless
- Tackle fast-paced, challenging and unique projects
- Work in a truly global organization, with international teams and a flat organizational structure
- Competitive salary and benefits
- Flexible working hours, remote-first, and casual work attire

Learn more about how Binancians embody the organization’s **core values**, creating a unified culture that enables collaboration, excellence, and growth.

Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.

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