You'll need to check on the website of your NJ state tax board. Do a search on their website for "personal interest income". I have an idea you will find personal checking/savings interest is taxed as regular income. However, if you were to invest in in-state (NJ) municipal bonds, very likely the interest made on the bond(s) would be tax-exempt in your state return.
