To set up a service charge for your store, go to
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Stores > Store Settings > Operations

Scroll down the page and you'll see a section for Fees. Here you can edit the fee's name. Leave it as Service Charge or change it to a different name if you wish.

You can also use the Fees settings to add a mandatory charge for all your orders.