Funnily enough, you have to do the exact same thing if your self-employed or otherwise don't have your federal taxes withheld. Just send them money every quarter. (there is a form to help you estimate it since federal is more complicated, but you don't file the form, just send the money with a little piece of paper saying how much money you're sending) Had to do it for my first year filing taxes and it def stressed me out.