How to get into Project Manager roles with 7 yoe?

I've been a Senior Backend Dev all my career and seriously wanted to switch to Managerial roles. I have a CSM® certification and am undergoing various training as well. I'm okay to start with Associate roles as well.

Kindly provide your valuable suggestions and preparation tips! TIA