Local growth mostly
Mostly skin cancers (like all cancers) grow locally, spreading both side to side as well as down.
For melanomas in particular, deep growth is more dangerous. Cancers also can jump (or metastasize) via lymphatic
vessels or blood vessels. This can lead to spread to local lymph nodes or distant sites like the lungs, liver, brain, etc.