Should I learn Cloud Technology as part of the best roadmap to become a data analyst?

All answers to this question.

While not "mandatory" for entry-level roles, cloud knowledge is what separates a Junior from a Senior Analyst. The best roadmap to become a data analyst should eventually include the basics of a cloud data warehouse like Snowflake, BigQuery, or Amazon Redshift. In most modern companies, data doesn't sit in a local CSV file; it lives in the cloud. You don't need to be a Cloud Architect, but knowing how to connect your BI tools to a cloud source and understanding how to write optimized queries to save on compute costs will make you a huge asset to any data team.

   Answered 2025-12-10 by Monica Fletcher

Between AWS, Azure, and GCP, which one do you think is the most "beginner-friendly" for an analyst who isn't necessarily looking to become a developer?

   Answered 2025-12-14 by Roland Vance

• Roland, I’d suggest starting with Google Cloud Platform (GCP). BigQuery is incredibly intuitive for SQL users and very fast to set up. However, if your target companies are traditional enterprises, Azure is often the standard. Part of the best roadmap to become a data analyst is being adaptable. Start with one, and you'll find the concepts—like buckets, compute, and IAM—are very similar across all three major providers.

     Commented 2025-12-18 by Clinton Brooks

I think it's better to focus on SQL optimization first. If your SQL is bad, the cloud will just charge you more money to run slow queries!

   Answered 2025-12-22 by Heather Morales

• Spot on, Heather! No amount of cloud power can fix a poorly written join. Master the logic first, then move that logic into the cloud environment.

     Commented 2025-12-24 by Priscilla Lane