... currently it's required to manually configure Kotlin support.
Things that are needed
apply plugin: 'kotlin-android' for app level build.gradle
ext.kotlin_version = '1.2.61' and classpath "org.jetbrains.kotlin:kotlin-gradle-plugin:$kotlin_version" for buildscript section of android level build.gradle