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The role keeps large-scale data infrastructure and pipelines reliable, scalable and fast through monitoring, automation, incident response, performance tuning and capacity planning. It requires 10+ years in SRE, DevOps or data operations, with cloud, big data tools such as Kafka and Spark, containers, and Python or Go.