01 Sept 2025
1h 6m

Aligning Business and Data: The Essential Role of Data Modeling

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Data Engineering Podcast

In this episode of the Data Engineering Podcast, Tobias Macey interviews Serge Gershkovich, head of product at SQL DBM and Snowflake data superhero, about data modeling as a socio-technical endeavor. They discuss misconceptions about data modeling, its importance beyond data warehousing, and the impacts of technical decisions on implementing a digital twin of a business. The conversation covers the role of AI, the use of LLMs, and the challenges of scaling data modeling practices across large organizations, emphasizing the need for collaboration between business stakeholders and technical teams. Serge also recommends his book, "Data Modeling with Snowflake," and highlights the lack of standardization in data management tooling as a significant gap in the industry.

Outlines

Part 1: Introduction and Definition

Part 2: Data Modeling Approaches

Part 3: Implementation and Strategy

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