The depth of field blur filter for Affinity Photo can be found in the blur category of Affinity Photo's filters. The tool is a destructive filter effect and can be used once or multiple times to great effect in the application.
Filters menu in Affinity Photo
Depth of field blur
Mode (elliptical etc)
Set center / focus
The transition area (inner and outer)