Organizing Data Teams and Measuring the Success of Data Observability

This chapter is about how to introduce data observability to your team. It describes the different types of data teams, the different types of organizations these teams need to fit into, and how you can measure the success of this initiative.

First, we will analyze the data team, understand its main roles in detail, and analyze the characteristics of each role and the way they work together. It will also be important to understand how these data teams can be organized and how to better organize the data teams to achieve optimum results. We will see that there are different ways to organize a team, all with their advantages and disadvantages. We will analyze these in detail.

We will also see that these data teams are not easy to manage and that the organization depends on several other factors, such as their size, their maturity, and how the entire company is structured. We will also see that certain types of...