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android - Firebase cloud messaging not received when app in background

I recently updated my app to send messages through FCM and it works great when the app is run on Jelly Bean. The problem is it doesn't in case it's Lollipop and the app is in the background.

I read the documentation and it's stated that when the payload is a data message, it will be handled by onMessageReceived(). I am sending a data payload, not a notification, and it's handled correctly as long as it's JellyBean. For Lollipop it only handles the message if the app is in the foreground. If not, nothing happens.

This is how the beginning of my FirebaseMessagingService looks like:

public class FirebaseBroadcastReceiverService extends FirebaseMessagingService {
    private final String TAG = FirebaseBroadcastReceiverService.class.getName();

    @Override
    public void onMessageReceived(RemoteMessage message){
        Log.i(TAG, "A message is received");
        String from = message.getFrom();
        Map<String, String> data = message.getData();
        .....
    }
}

The manifest:

<application
    android:name=".controller.application.AppResources"
    android:allowBackup="true"
    android:icon="@mipmap/ic_launcher_shadow"
    android:label="@string/app_name"
    android:supportsRtl="true"
    android:theme="@android:style/Theme.Black.NoTitleBar">

   <service
        android:name=".model.firebase.FirebaseListenerService">
        <intent-filter>
            <action android:name="com.google.firebase.INSTANCE_ID_EVENT"/>
        </intent-filter>
    </service>
    <service android:name=".model.firebase.FirebaseBroadcastReceiverService">
        <intent-filter>
            <action android:name="com.google.firebase.MESSAGING_EVENT" />
        </intent-filter>
    </service>
    .......
</application>

And the payload:

{ 
    "data": {
        "test": "test"
    },
    "to" : "MY FCM REGISTRATION ID"
}

Which is sent via POST to https://fcm.googleapis.com/fcm/send with the Authorization and Content-type headers.

I might have read all other SO threads related to this but I couldn't find an answer to it and there are also no log traces in the Android Monitor. Does anyone have a hint on this?

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