Data Scientist (Search & Recommendation)
Binance, a leading global blockchain ecosystem, operates the world's largest cryptocurrency exchange catering to over 300 million users across 100+ countries. Trusted for its top-tier security, transparency, fast trading engine, deep liquidity, and diverse digital asset products, Binance offers a wide range of services from trading and finance to education, research, payments, and institutional solutions. Harnessing the potential of blockchain technology, Binance aims to create a more inclusive financial ecosystem to revolutionize money freedom and financial accessibility worldwide.
Responsibilities
- Develop and oversee search recommendation services and models to support content team efforts in nurturing the content ecosystem.
- Implement machine learning-driven personalization techniques to optimize content matching and distribution efficiency.
- Leverage deep understanding of recommendation systems in the content landscape to drive enhancements in AI product functionalities, enrich content experience, and elevate business outcomes.
- Spearhead the construction of essential content recommendation modules through data-driven strategies that aim to maximize content value and user engagement.
- Collaborate closely with content, business, and product management teams to identify content requirements and opportunities, and define success metrics collaboratively.
Requirements
- Hold an MSc or PhD in Machine Learning, Computer Vision, Computer Science, or Applied Mathematics, with at least 5 years of relevant industry experience (preference for experience in content-related fields).
- Possess hands-on proficiency in popular machine learning frameworks like PyTorch or TensorFlow.
- Demonstrate expertise in large-scale development, preferably in user-facing applications related to content.
- Exhibit strong cross-team collaboration skills enabling effective interaction with global content teams.
- Bonus: Historical record of publications in esteemed conferences or journals.
Why Binance
- Contribute to shaping the future with a leading blockchain ecosystem.
- Collaborate with exceptional talent in a user-centric, globally structured organization.
- Engage in dynamic, fast-paced projects with autonomy within an innovative setting.
- Flourish in a results-oriented environment offering opportunities for career advancement and continuous learning.
- Enjoy competitive compensation and company benefits.
- Flexible work arrangements, potentially including work-from-home options based on business team's requirements.
Binance upholds equal employment opportunities, recognizing the significance of diversity in our success. By applying for a position, you acknowledge reading and agreeing to our Candidate Privacy Notice. We may employ AI tools in the hiring process to aid in reviewing applications, analyzing resumes, or evaluating responses – supplementing but not replacing human judgment in final decision-making. Contact us for further details on data processing.
