Have you ever been exempt from taking an exam because your average was high enough? What a feeling! Well taxpayers can be exempt from paying a certain amount of federal income tax if they meet certain income, tax liability, and dependency requirements. In fact, you could be exempt from having certain taxes taken out of your paycheck. If you have a job, be smart and check into this.