Matching Pairs Who pays federal taxes?Online version Match the tax to who pays it. by Debera Salam 1 Social Security 2 Unemployment insurance 3 Federal income tax withholding 4 Additional Medicare tax 5 Medicare Employee Employer and employee Employer Employee Employer and employee