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.
Key Responsibilities
- Design and manage search recommendation services and models to support the content team, empowering content ecosystem development.
- Utilize machine learning-based personalization methods, design patterns, and tools to enhance content matching and distribution efficiency.
- Deep understanding of recommendation systems within the content domain, leveraging business knowledge to drive AI product upgrades and improve content experience and business outcomes.
- Lead the development of core content recommendation modules using data-driven strategies to maximize content value and user impact.
- Collaborate with content, business, and product management teams to identify needs and opportunities within content scenarios, and jointly define success metrics.
Qualifications & Requirements
- MSc or PhD in Machine Learning, Computer Vision, Computer Science, or Applied Mathematics, with at least 5 years of relevant industry experience (experience in the content domain is preferred).
- Strong hands-on experience with popular machine learning frameworks such as PyTorch or TensorFlow.
- Experience in large-scale application development, preferably in content-related user-facing applications.
- Excellent cross-team collaboration skills with the ability to work effectively with global content teams.
- Publication record at top-tier conferences or journals is a plus.
Why Binance
- Shape the future with the world's leading blockchain ecosystem
- Collaborate with world-class talent in a user-centric global organization with a flat structure
- Tackle unique, fast-paced projects with autonomy in an innovative environment
- Thrive in a results-driven workplace with opportunities for career growth and continuous learning
- Competitive salary and company benefits
- Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team) We believe that having a diverse workforce is fundamental to our success. By submitting a job application, you confirm that you have read and agree to our.
About Binance
Binance, launched in 2017 by Changpeng Zhao in Shanghai and now globally distributed, is the largest crypto exchange by spot and derivatives volume, serving 180M+ registered users. Its ecosystem spans Binance Exchange, BNB Chain, Trust Wallet, Labs investments and institutional custody. After settling major regulatory actions in 2023-24, Binance rebuilt its compliance stack and expanded in Dubai, Paris and Brazil. Location spread reflects its distributed model with hubs in Dubai, Taipei and remote. Candidates should expect high bar for detail, on-call ownership and ability to ship at exchange scale. Candidates joining Binance enter a high-velocity, globally distributed operational model that prioritizes exchange matching engine throughput, 24/7 system availability, and strict global compliance standards.