I did not! I don’t find it necessary, especially if you dice the tomatoes small. Some people prefer the smoother texture, and if that’s you blanch the tomatoes for 2 minutes in boiling water, then transfer to an ice cold water bath and when they’re cool enough to touch the skin should peel right.