Sequence alignment techniques are central to modern molecular biology. Alignment methods may be used to search sequence databases for potential homologues. Having identified a family of sequences, then alignment methods may be used to generate a multiple sequence alignment that allows the identification of structurally and functionally important residues. Many different programs for pair-wise and multiple sequence alignment exist. In this article the underlying algorithms used by these programs are summarised.