You must have your reasons. This is your opportunity to declare them.

Consider the following when formulating your answer:

What the department in question does

What it has been noted for in the recent past

Relevant government initiatives

The name of the minister responsible

Other departments/agencies with which it works

How you first became interested

Relevant skills/qualities etc, you would bring to it

How clear a first choice is it?