Relational databases at scale: PostgreSQL, MySQL, OLTP.
Experience with database sharding, migrations, or decomposition.
Understand storage engine tradeoffs to guide workload choices.
Operational excellence: backups, monitoring, query performance, capacity planning.
Strong software engineering fundamentals building maintainable systems.

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