Medicare levy reduction. or exemption. Australian residents for tax purposes are subject to a Medicare levy of 1.5% of their taxable income unless they qualify for a reduction or exemption. If you were not an Australian resident for tax purposes for all of 2013 14, you are exempt from the Medicare levy.