Generally speaking, no. With exception to retirement accounts (such as a 401k, 403b, or IRA), life insurance proceeds, and savings bond interest, the beneficiary usually will not have to bear any income tax on their inherited wealth. However, if any of these funds were initially deposited with tax deductions in mind, those particular earnings are taxable when received by the beneficiary.