Yes, your resident state will tax you on all of your income, no matter where it comes from. Arizona does provide a credit for income taxes paid to another state, so prepare IL first, then AZ to correctly compute the credit.
**Say "Thanks" by clicking the thumb icon in a post
**Mark the post that answers your question by clicking on "Mark as Best Answer"