Google Research Scientist (Junior Level) - Comprehensive Interview Preparation Guide

Google's Research Scientist interview process is designed to evaluate your fundamental research capabilities, technical depth, ability to communicate complex ideas, and collaboration skills. The process spans 1-2 months and includes a recruiter screening, two technical phone screens, and four onsite interview rounds. For Research Scientists specifically, the research talk (presentation of past work) is typically the most important evaluation factor. You will be assessed on role-related knowledge and experience (RRK), general cognitive ability (GCA), technical depth in machine learning or AI, and cultural fit with Google's research community.