When I am using "mail" I can remove it from each email account by going to Settings>General Settings>Use Signature. You can also change it to something different if you don't want to remove it completely. This process might be different or not possible for different apps, for example, when you use the facebook app it gives you a signature that says "sent from my android device" and I don't think there is any way to remove that.