Binance is a leading global blockchain ecosystem behind the worlds 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 teams 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
- Bachelors or Masters 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
Why Binance
Shape the future with the worlds 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.
We may use artificial intelligence (AI) tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed please contact us.
Required Experience:
Senior IC
Binance is a leading global blockchain ecosystem behind the worlds 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 un...
Binance is a leading global blockchain ecosystem behind the worlds 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 teams 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
- Bachelors or Masters 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
Why Binance
Shape the future with the worlds 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.
We may use artificial intelligence (AI) tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed please contact us.
Required Experience:
Senior IC
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