Whether you’re in Bethlehem, Phoenixville, or West Chester, location is one of the biggest factors that can impact the salary of a nanny. Typically, the higher the cost of living, the higher the nanny salary. The most expensive city to have a nanny in Pennsylvania is Bethlehem, where the average hourly rate is $17.23.