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