Principal Machine Learning Engineer (Recommendation)

Job Summary

Binance, a prominent player in the global blockchain landscape, operates the world's largest cryptocurrency exchange and serves over 300 million users in more than 100 countries. With a focus on security, transparency, trading speed, liquidity, and diverse digital asset products, Binance offers a wide range of services including trading, finance, education, research, payments, institutional solutions, and Web3 features. By harnessing digital assets and blockchain technology, Binance aims to create a financial ecosystem that promotes financial inclusion and global access to money.

Our data-centric business model powers cloud-native platforms catering to millions of crypto users. Engineers and Data Scientists utilize our robust data platform to drive innovative analyses and continuous advancements. As a Data Scientist at Binance, you will have the opportunity to work with massive datasets and cutting-edge machine learning infrastructure to develop data products for our extensive user base. Collaboration with cross-functional teams including engineers, data analysts, operations personnel, and product/marketing specialists is essential for delivering solutions, algorithms, and products based on our wealth of data and advanced ML technology.

We have several open positions with numerous opportunities arising due to our rapid expansion. Sample projects include:

• Creating personalized recommender systems using our large data warehouse
• Conducting data-driven customer feedback and satisfaction analysis to enhance user experience

To excel in this role, it is crucial to be a quick learner, possess strong machine learning expertise, demonstrate effective communication skills, and thrive in cross-functional team environments. This is an excellent chance to enhance your machine learning/data science skills while playing a significant role in shaping the future of blockchain and cryptocurrency globally.

Key Responsibilities

• Design and manage search recommendation services and models
• Implement AI-powered personalized recommendations to meet customer needs
• Utilize ML techniques for personalized customer analysis and feedback
• Lead core module development using data-driven strategies
• Collaborate with Business and Product management teams to define success metrics

Requirements

• Master's or Ph.D. in Machine Learning, Computer Vision, Computer Science, or Applied Mathematics with at least 5 years of relevant industry experience
• Proficiency in popular ML frameworks like PyTorch or TensorFlow
• Strong command of English language (written and spoken)
• Experience with large-scale application development
• Proven ability in global team collaboration

Binance offers a dynamic work environment with opportunities for career growth, continuous learning, and competitive compensation.

We are committed to fostering a diverse workforce as we believe it is key to our success. When submitting your application, you acknowledge our Candidate Privacy Notice. The hiring process may involve the use of AI tools to assist but final decisions are made by humans. For more information regarding data processing, please reach out to us directly.

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