// FEDERAL UNEMPLOYMENT TAXES (FUTA) - Only the employer pays FUTA tax; it is not withheld from the employee's wages. - Report your FUTA taxes by filing Form 940, Employer?s Annual Federal Unemployment (FUTA) Tax Return.