I highly, highly recommend you have a look at this "article" about career advice from Reid Hoffman, the founder of linked in. It may help with your decision. Specifically the section where he talks about "risk".

It is written for college graduates, but it translates well to anybody considering a change.

Career Advice From LinkedIn Founder Reid Hoffman - Business Insider