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There are different applications, maybe a simple ui that communicates with the server via rest api, then yes, everything is done on the servers. But there are times when logic is added to the application and the database
As far as I understand, there is no complex business logic in applications
I would say that android developer is a collective concept ...
1) it all depends on the programming language. Depending on what you will write on... Java, Kotlin, C#, Javascript (React, etc.).
2) If the application requires setting up a server, working with REST, etc., then of course you need to be able to work with server software, be able to create REST applications, etc.
3) if this is gamedev, then this is a separate undertaking.
Applications can communicate with the server through the rest api, or they can work autonomously. Everything is relative. It is necessary to consider a specific problem and specific methods for solving it.
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