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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.
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: Senior-level · 5+ years
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