FICA taxes are mandatory, and neglecting to pay them can result in the IRS charging a failure to deposit penalty of 2%, 5%, 10%, or 15% of the unpaid taxes, depending on how late the payment is. The IRS also charges interest on penalties they impose, so watch out!