Income taxes are supposed to be pay-as-you-go, either by withholding or by making estimated payments. If you owe more than $1000 at tax time, you can be assessed a penalty for underpaying over the year, even if you pay in full when you file.
https://www.irs.gov/taxtopics/tc306