The set of telemetry collected by default depends on the build channel: release builds collect much less data than nightly or beta.
You can also see exactly what data Firefox engineers can see at https://telemetry.mozilla.org/ -- there is no special behind-a-login view for this stuff that I know of.
Disclaimer: I work on Firefox.