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