In Massachusetts, your employer will withhold money from your paychecks to put toward your state income taxes. You can fill out Form M-4 and give it to your employer to indicate withholding exemptions. Every pay period, your employer will withhold 6.2% of your earnings for Social Security taxes and 1.45% of your earnings for Medicare …