In addition to federal, state and local income taxes, simply being self-employed subjects one to a separate 15.3% tax covering Social Security and Medicare. While W-2 employees “split” this rate with their employers, the IRS views an entrepreneur as both the employee and the employer. Thus, the higher tax rate.