Snowflake

Snowflake operates the leading cloud data platform, providing data warehousing, data lake, and data sharing capabilities that run across AWS, Azure, and GCP. The company's architecture separates compute from storage to enable elastic scaling, and its marketplace allows organizations to share and monetize datasets. Engineering at Snowflake involves distributed systems at massive scale, query optimization, storage engine development, and increasingly AI/ML features like Cortex for in-platform machine learning. Their hiring patterns reflect the continued enterprise appetite for cloud data infrastructure and the growing convergence of data platforms with AI workloads, making Snowflake a key indicator of where data engineering meets applied AI.