Google Cloud
Professional Data Engineer
Data platform design on Google Cloud
Google Cloud's data engineering credential tests how data processing systems are designed, secured, and run on Google's platform rather than inside Snowflake.
Who it suits
Suits data architects and engineers who work with or are moving toward Google Cloud and want to weigh platform design skills outside Snowflake, using a professional-level written exam.
Key differences
- Scope is a full cloud data estate covering pipelines, storage, analytics services, and monitoring, instead of Snowflake account strategy and warehouse-level design.
- The blurb stresses designing, building, securing, and operationalizing systems, which reads as hands-on engineering breadth rather than architecture advisory for a single product.
- Preparation builds fluency in Google Cloud services and tooling, while Snowflake-specific topics such as account structure and data sharing are not the focus.
- Level
- Professional
- Assessment
- Written
- Study time
- 80-140h
- Listed from
- $200

