Do I have to pay US taxes?

Yes. Working participants must pay US federal and state taxes. State income taxes vary (and some states do not have an income tax), but the federal income tax is indexed by the level of your wage. You should expect to pay about 25 percent of your gross salary in federal income taxes. Federal and state income taxes will automatically be deducted from your paycheck by your employer.