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