is it possible to get remote job for junior java - android dev? I'm php dev, but thinking about moving to android

No.
Why would they hire a junior with not an inkling of android development or java development, remotely? The transition from PHP to Java/Android is not trivial, and I'll be honest here, remotely working is fucking terrible if you work in a team. ?_?