#014: Manage & Scale Your Database with Automation

Oct 08, 2022

 After 8 years of working with databases, I love to be hands-on with managing them.

But this mentality leads to a false sense of control and can even turn into a bottleneck. 

Today, I’ll share how you can better manage and scale your database with automation by using:

  1. Infrastructure as Code (IaC)

  2. Identity Management

  3. Strategic database design


Infrastructure as Code gives more transparency and control.

Databases constantly require new objects, users and permissions.

While ad-hoc admin changes are quick, they’re extremely difficult to track.

Code-based approaches provide more organization and wont be dependent on a single user.

The result is more transparency, automation and fewer bottlenecks.


Example: Use Terraform to manage a Snowflake environment.



Identity management integrations consolidate your user base.

New employees or customers aren’t automatically added to your database server.

This means duplicate logins which is not only annoying, but hard to manage.

Fortunately, most platforms can be integrated with identity management (IAM) systems.

This can make on-boarding a breeze and allows for cool features like single sign on (SSO).


Example: Azure Active Directory + Snowflake



A strategic database design simplifies access control.

As new data becomes available, more database objects naturally get created.

But you might find yourself having to update permissions each time.

Try grouping tables into logical schemas, with permissions tied to roles (vs users).

This improves organization and reduces the amount of permissions to set.


Example: Create roles based on business or team function



A well-organized database is the foundation of any strong analytics team.

Once in place, you’ll more easily scale, have fewer bottlenecks and stay focused on developing.

Level-up your abilities as a Data Engineer, faster.

Learn new data engineering tips, tricks and best practices every Wednesday.

Other Recent Posts

Data Automation (CI/CD) with a Real Life Example

May 17, 2023

3 Ways to Deploy Data Projects

May 10, 2023

The Importance of Virtual Environments

Apr 26, 2023

How to Create a Virtual Machine on GCP

Apr 19, 2023