Please follow the below mentioned steps to change the signature while creating an invoice.
Step 1 - Kindly go to sales section >> Click on invoices >> Click on (+ Create invoice).
Step 2 - You can click on Select Signature to view all the signatures added to your account. From there, you can choose the signature you want to use.

