Federal Income Tax: Employers must withhold federal income tax from employees' wages based on the information provided on their W-4 forms. FICA (Social Security and Medicare Taxes): Both the employer and employee contribute to Social Security and Medicare taxes. The employer is responsible for matching the employee's contribution. Federal Unemployment Tax (FUTA): This tax is solely the employer's responsibility and helps fund unemployment benefits for workers who lose their jobs.