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Description:
The Software Engineer, Machine Learning Platform at Reddit will be responsible for architecting, implementing, and maintaining foundational Machine Learning (ML) infrastructure that powers Feeds Ranking, Content Understanding, Recommendations, and more.
They will have a major impact on the Feature Store/Data Engineering side of the ML Platform, building systems and tools to enable machine learning engineers (MLEs) and data scientists (DSs) and improve the ML software development lifecycle.
Responsibilities include leading the building, testing, and maintenance of ML infrastructure, proposing and implementing high-performance ML platform solutions, advancing the architecture of the ML Platform, and mentoring team members in adopting a rigorous DevOps approach.
Requirements:
3+ years of work experience in a production software development environment.
Experience working on large-scale ML Systems.
Proficiency in object-oriented programming languages such as Python, Scala, and golang for building production-quality code.
Familiarity with Kubernetes and maintaining or developing applications using large-scale data stack like BigQuery, GraphQL, Kafka, Flink, Cassandra, Redis.
Comfortable with distributed systems, big data (Petabyte scale), and data-intensive systems.