Payroll taxes is an umbrella term for the taxes an employer withholds from their employees' gross earnings. These taxes include the following: Federal and state income taxes FICA taxes, which are Medicare and Social Security taxes FUTA tax, which is the federal unemployment tax Employers are required to match their employees' FICA and FUTA tax contributions.