Instead of QQmlEngine began using QQmlApplicationEngine. Creation of the instance of QNetworkManager was moved before application is created.
Returned the using of BusyIndicator.
After prolonging lifetime for instance of QNetworkManger and replacing QQmlEngine on QQmlApplicationEngine crashes aren't appearing again.