Open the dropdown menu, and click the edit icon. This will take you to the business settings of the business you are currently managing.
To access other businesses, click the Account Settings link. From there, you can click EDIT next to the business you'd like to manage.
Scroll down to the PUBLIC BUSINESS PROFILE section and toggle off the Visibility option. Turning this toggle off will un-publish and hide your business profile.