What you are asking to do does not seem to be part of the API. You can, however, get the effect you want by adding a clear start drawable to the TextInputEditText.
square.xml
<shape
android:shape="rectangle">
<solid android:color="@android:color/transparent" />
<size
android:width="12dp"
android:height="0dp" />
</shape>
<androidx.appcompat.widget.LinearLayoutCompat
android:layout_width="match_parent"
android:layout_height="match_parent"
android:orientation="vertical"
android:padding="16dp">
<com.google.android.material.textfield.TextInputLayout
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:hint="This is a hint"
android:paddingTop="16dp">
<com.google.android.material.textfield.TextInputEditText
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:drawableStart="@drawable/square"
android:paddingStart="0dp"
android:textColor="@color/black" />
</com.google.android.material.textfield.TextInputLayout>
<EditText
android:layout_width="50dp"
android:layout_height="wrap_content"
android:layout_marginTop="8dp" />
</androidx.appcompat.widget.LinearLayoutCompat>
The start drawable will push entered text 12dp to the right while the hint will ignore it.

You may also use the start icon for the TextInputLayout:
app:startIconDrawable="@drawable/square"
app:startIconMinSize="12dp"
Although, you may already have a start icon.