Make object follow a path or mask?

Hi there,
I have the following object/pictures of two arrows that I would like to have rotate, in such way that the arrows move and follow each other as they rotate. So it shouldn't be a circular rotation of the full image. I think it's easiest to create one arrow first, animate this and edit the other one in. But how to achieve this?
Thanks.