Found the solution by myself.
I updated to AndroidX, therefor I needed also to update my build.gradle file from:
testInstrumentationRunner "android.support.test.runner.AndroidJUnitRunner"
to
testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"