Wallet app -> "+" on top right corner -> Transit Card -> Japan -> Suica.
Choose PASMO or ICOCA if you want to be different. ;-) All three are functionally equivalent.
The virtual card will work anywhere the physical card's accepted, so transit, convenience stores[0], vending machines, etc. IMHO there's no reason to get a physical card, unless you want a souvenir.
I'm sure the same could be done on Android, but I don't know the procedures.
[0] At least in Tokyo, many convenience stores will also accept contactless credit card payments (i.e. Apple Pay), even foreign cards. The process is sometimes a little convoluted, however, so if you just want to grab & go, use Suica and say "Suica de" and 99% you'll be in & out in less than a minute.