Employers calculate federal tax withholding by reviewing an employee’s Form W-4, which includes information about their filing status, whether they have multiple jobs or a working spouse, claimed dependent(s), or other special circumstances like deductions. The form itself offers instructions and calculation tables. The IRS also offers a Tax Withholding Estimator, though they note it should only be used for fairly straightforward tax scenarios.