Learn about payroll deductions: Payroll deductions are amounts withheld from an employee's gross pay by the employer. These deductions can include taxes (e.g., federal income tax, Social Security tax), benefits (e.g., health insurance premiums, retirement contributions), and other mandatory or voluntary deductions.