Cucumbers can be bitter, and that's because of cucurbitacin: A compound found in a number of other plants, like squash and pumpkins. In cucumbers, cucurbitacin concentrations are high at the ends of the cucumber, so chopping off those ends will curb a lot of the bitterness. You can take this one step further by peeling the cucumber first.