Yes, you are going to have to do something about this because no one likes a biter.
I suggest starting with basic obedience training classes and a consult with a trainer if necessary.
"Nothing in Life for Free" is another good start; it's a gentle daily reminder that YOU are the one in charge.
Dog Training: Nothing in Life is Free : The Humane Society of the United States