Similar to regular wages, severance pay runs through payroll, is subject to payroll deductions and is taxed as regular income. Specifically, severance pay is subject to the following taxes in the year it was paid: Social Security tax, Medicare tax, Federal income tax, State income withholding tax, and Federal unemployment tax (FUTA). Employers typically include severance on your W-2 form and withhold the taxes.