MIL used to swear by olive oil for BIL's eczema, I use QV bath oil with the kids. DD2 gets eczema & DS is very sensitive to soaps also.
I've also just starting to use an oatmeal shampoo & conditioner for DD2. Have only used it once so far, so can't comment yet
If I don't have QV, its nothing.