If the primary reason was so that both kids would be watched after while the parents worked, then it's a valid childcare expense if the children were under the age of 13 on Dec 31 of the tax year.
Note that both parents (if married) must have taxable income in order to qualify for the childcare deduction. The maximum deduction per qualifying child is $3000.