Last year, the IETF Interdisciplinary Technical Task Force proposed the 'DNS over TLS' feature. The XDA developer news site is the first to show two lines of code that confirm this, including 'Add a global setting to disable DNS over TLS' and 'Add a developer option for controlling DNS over TLS'.
It is unclear whether this support has been added to the Android OS or will not be available in the upcoming update, but the presence of the On / Off option at the Developer Options setting shows that Google is serious about testing this feature.
Note that the new feature does not prevent the service provider from knowing which pages users are accessing because they always see which IP address the user is interacting with.
See also: DUHK attacks allow hackers to obtain encryption keys for VPN and web browsing sessions