Snowflake’s certification program is built around the SnowPro framework, focusing on practical, role-based skills for modern cloud data platforms. The framework covers key areas such as data engineering, data architecture, data science, and platform administration, aligning closely with real-world enterprise use cases. Currently valid and widely recognized credentials include SnowPro Core and the SnowPro Advanced tracks (such as Architect, Data Engineer, Data Scientist, and Administrator), reflecting Snowflake’s core strengths in cloud data warehousing, data sharing, and data application development. AAAdemy provides learning support aligned with official exam blueprints, including concept explanations, study planning, learning strategies, exam techniques, and online practice, helping learners build effective skill pathways and stay informed about certification updates and transitions.