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