Moles can be removed by excision, which is a surgical cutting away of the mole. Your surgeon may choose excision with or without stitches, depending on the depth and type of mole. Excisions without stitches are preferable as they have a better cosmetic result.
Scarring is a possibility, so only cancerous or otherwise serious moles should be removed.