Generally speaking, the IRS categorizes the rewards from credit card cash back or miles as a non taxable form of funding. You will not owe any tax on your cash back as they are treated as a discount or rebate on your purchases.
However, if you did not have to make any purchases to qualify for your welcome bonus, your cash back reward is considered to be taxable income and will need to be declared on your return.