The apk from the Signal website supports websocket connectivity / notifications, no Google Play required. The apk also has self updating functionality. Battery consumption will be higher with this option.
If Google Play is installed first and then Signal is installed from the Playstore, Signal will use Google's push notifications.
Uninstall Signal and then reinstall from the Playstore.