I have searched this for hours. Thanks to @Deepanshu Natani I finally understood.
In the new version of Jira Cloud. You have to select "Company Managed" project rather than a "Team Managed". In this way you will get full access to everything including workflows in Project Settings.
You may refer to below document to understand the difference between Next-gen and Classic projects.
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