Data Engineer, Data Engineering, Software Engineering, AI, Big Data.
within Lyft and contains ~400 tables (with partitions) and ~30TB of data. Upgrading the database in-place would have resulted in ~30 mins of downtime. Such significant downtime is untenable — it would cause cascading failures across multiple downstream services, requiring a large amount of