Yes.
If downloading from the website all you need to do is log in to your account, click 'My Account' and select 'My Transactions' 'Download the tax statement for.......'
This is to download the latest Tax Statement or you can select a date range of your choice.
If downloading from the app tap 'Dashboard' tap on either account, Regular or IFISA, then tap 'Transactions' in the top right, then the 'Statement' button, then 'Set dates for previous tax year' and next tap 'Download'. You can also select a date range of your choice.