It seems that setting QtLocation's Map's zoomLevel property normally, i.e.

Map {
    zoomLevel: 18
}

doesn't work, but it does work if set in a onCompleted handler, i.e.

Map {
    id: map
    Component.onCompleted: {
        map.zoomLevel = 18;
    }
}