Coalesce 2024: Scaling data transformations with dbt: Symend's journey towards efficiency
Symend is a leading customer engagement solution that has adopted dbt at wide scale with over 70,000 model runs processing 186 million records daily across multiple environments in a multi-tenant environment. To manage this complexity, they rely on dbt Cloud to streamline processes and drive efficiency and have revolutionized data operations to achieve unprecedented efficiency, reliability, and speed at massive scale.
Raman will share insights, experiences, and best practices for leveraging dbt at scale, including how they have achieved a 70% decrease in daily warehouse computing costs, a 60% reduction in data engineering hours, and a dramatic 90% decrease in debugging issues. In addition, he'll share using dbt Cloud has not only reduced latency and improved data rebuild times, but has also instilled trust in our data and data teams, enabling them to ship data products faster and at a lower cost.
Speaker
Ramanpreet Singh, Engineer Manager, Analytics @ Symend