Demystifying Modern Data Pipeline Architecture

Explore the evolution from traditional ETL systems to modern data pipeline architectures in this 19-minute conference talk from Conf42 KN 2025. Begin with an understanding of the limitations of legacy ETL approaches and discover how cloud storage has revolutionized data processing capabilities. Learn about key modern architectural patterns including the Medallion architecture, and compare Lambda versus Kappa architectures to understand their respective strengths and use cases. Dive into the Lakehouse paradigm that combines the best of data lakes and data warehouses, then examine Data Mesh as a domain-oriented approach to data management. Trace the evolution of data pipeline tools and understand critical design considerations for building scalable, efficient systems. Stay current with emerging trends in data processing and gain practical insights into migration strategies for modernizing existing data infrastructure. Conclude with actionable recommendations and key insights for implementing modern data pipeline architectures in your organization.