Peeling is not strictly necessary, especially if you're using organic produce. Keeping the skins on can provide additional nutrients and a more robust flavor. If you choose not to peel, just make sure to wash them thoroughly before use. However, if you're concerned about any bitterness or overly strong flavors, peeling the ginger might be a good option.