Font support for IOS and Android versions of App

Is it ok to have two versions of my app, i.e., one for IOS release and another for Android release?  Or is this a given? The reason I may need to do this is because the font I want to use in my IOS version isn't supported by Android, so I need to make a different version of my app for Android with a similar font that is supported on android devices.  Was just wondering if that would pose a major problem for you when you submit it to the Android market for me down the road. 

Thanks of your thoughts.