Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by over 280 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.
Responsibilities
- Responsible for designing, building, and maintaining scalable data pipelines to support Square team’s data and feature engineering needs
- Lead feature data preparation, transformation, validation, and monitoring for machine learning and recommendation/search systems
- Collaborate closely with algorithm, product, and business teams to translate business requirements into reliable data and feature solutions
- Drive the development of core data infrastructure and feature platforms with data-driven strategies to maximize business impact
- Ensure data quality, stability, and performance across offline and online feature pipelines
- Identify data gaps and optimization opportunities, and define success metrics together with Product and Business stakeholders
Requirements
- Bachelor’s or Master’s degree in Computer Science, Data Engineering, Software Engineering, or related fields, with 5+ years of relevant industry experience
- Strong hands-on experience in data engineering, including large-scale data processing, ETL/ELT pipelines, and feature engineering
- Expert-level proficiency in Java and Scala
- Solid experience with big data technologies (e.g. Spark, Hive, Flink, or similar distributed systems)
- Familiar with machine learning feature lifecycle, including offline training features and online serving features
- Experience working with data warehouses and feature stores is a strong plus
- Bilingual English and Chinese are required to be able to coordinate with overseas partners and stakeholders.
- Strong ownership, communication skills, and ability to work in a fast-paced, cross-functional environment
• 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)
Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.
Originally posted on Himalayas