Do I have to water the lawn after applying our fertilizer?

Yes, this is always part of fertilizing.

Either you water with a sprinkler system or you fertilize before an expected rain shower. Only in combination with water is the Fertilizer effective, as the fertilizer granules have to dissolve in order to make the nutrients available to the lawn.