GitLab's data stack leverages Postgres for transactional data and ClickHouse for analytics. Postgres handles operational data, while ClickHouse is used for data warehousing and analytics due to its high performance in handling large-scale analytical queries. This dual-database approach allows GitLab to efficiently manage both transactional and analytical workloads.