Creating this question, and providing the answer as well.
On new documents created with the default template, the default unit is either in (US) or mm (Europe).
As I work mostly on documents which are displayed on screens, I'm mostly interested in having them measured in pixels (the export to png format is also facilitated).
How to change the unit of the default document?