You mean when you get paid there is no income tax deducted
Goodness no! The problem is to match the amount withheld to the amount that will be actually owed. Sometimes it is less, sometimes more... depending on other things like income from investments, deductions, etc.

I think the minimum tax is 20% or so. Plus FICA which is 7.45% (matched by the employer.)