The present invention relates to compositions and methods of producing higher affinity molecules, and in particular, higher affinity antibodies. Specifically, the invention contemplates methods of mutagenesis to create a population of oligonucleotides coding for altered polypeptides that are expressed in a host cell and subsequently sequenced to determine the amino acid determinants conferring higher affinity.