Federal taxes are not being taken out of my check I work for a public school as a food service worker. I claim 3 and make about 12,000 yearly

I work for a public school system as a food service worker and make about 12,000 yearly. I noticed no federal taxes are taken out. However Medicaid, teachers retirement fund and state are taken out. I claim 3