The federal tax system is pay-as-you-go, so you’re supposed to pay taxes on income as you receive it throughout the year. If you don’t pay enough throughout the year, a big tax bill in April might not be your only worry. “In that case, it’s best to have tax withheld from your unemployment income as you receive it.