You immigrate to another country and emigrate from your country. You were actually right the first time, but those two words are often used interchangeably, so it's no big deal.

Anyway, I am a college dropout, and I am facing the exact same issue as you. Unfortunately, I just have four years of experience, which is too less for a non-graduate to get a work permit in most countries. I was applying for remote jobs for the past few weeks without too much luck. It is really hard for an Indian with 4 years of experience, and without any solid experience in Ruby/Python/Javascript-MVC (those seem to be the most popular skills in the market). I just got another job in another city in India, which pays a little more, but it is more than what I have, so I have decided to move for now, and will probably re-look my remote work/immigration plans after some years.