should you peel them? there's no right or wrong to peeling parsnips. young/baby parsnips generally don't need peeling - just scrubbed clean in the same way as potatoes. older parsnips with a softer skin (which tend to be flexible/limp) and those with a waxy coating should be peeled thinly.