After initial recruiter phone interview, a technical interviewer informed me all hires at Google must have a technical background. Asked me basic stuff about Apache, HTTP, SSL, and general programming. Then asked me about basic Statistics (variance, std. dev., etc...), ideas on how to manage deployment of new code.