Principal Machine Learning Engineer (Recommendation)

About Us

Binance is a leading global blockchain ecosystem behind the world's largest cryptocurrency exchange by trading volume and registered users. We are trusted by 300+ million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.

The Role

Data-driven based business is the core in helping us to use the cloud-native platforms to serve tens of millions of cryptocurrency users. Engineers and Data Scientists across the company use the data platform to do interesting and impactful analyses for continuous innovations. As a data scientist, you will have the opportunity to leverage rich data (PB-level scalability) and state-of-the-art machine learning infrastructure to develop data products that are used by our tens of millions of cryptocurrency users. You will collaborate with a strong team of engineers, data analysts, business operations and product/marketing managers to define and build solutions, features, algorithms and products based on our rich data and cutting-edge machine learning technology.

Sample Projects

• Personalized recommender system: leverage our PB-scale data warehouse to perform in-depth analysis and recommender systems for our end-users
• Data-driven customer feedback and satisfaction analysis: leverage machine learning techniques to understand customer feedback and satisfaction with proven data evidence and analysis

Requirements

• Quick learner with exceptional ability to acquire new skills and knowledge
• Stellar machine learning skills with rich and solid experience from inception to business impact
• Strong communication capabilities
• Ability to work well in cross-functional teams with data users from different marketing and consumer teams
• Experience working with PB-scale data systems and large data warehouses

Nice to Have

• Familiarity with blockchain-based technology
• Experience in the cryptocurrency or fintech industry