4. Data Operations and Support (22%)

Building a pipeline is only half the battle; ensuring it runs reliably, remains observable, and maintains high data quality is what defines operational excellence. This section details the tools and strategies for monitoring, troubleshooting, and validating data as it flows through your production environment.