As atani mentionned, only if your retain the path of the pose. This is a checkbox below the pose preset "save in scene" (or something like that).
This as been update not so long ago, because scenes are keeping the pose into the json file anyway, so it was to avoid an unwanted dependency for something that is already saved in the scene : )