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 Unemployment insurance 4 Medicare 5 Social Security Employer and employee Employee Employer and employee Employee Employer