self employment tax penalty - when is it assessed? at time of filing or after?

Hi,

I'm filing and paying my taxes for my contract job (1099) all at once by 4/15. When does the penalty get assessed for not filing quarterly? Does the IRS send me something? Or is it figured in when I use turbotax?