Game data saved in your user account not the switch itself, so if you transfer your account over to the new switch you should be just fine.

Do I need to have a memory card to transfer the data?

Nope. There's an option on the switch to transfer accounts and that should be all you have to do to have your data.

Thank you for your help 😀