Google Data Scientist (Entry Level) Interview Preparation Guide

Google's Data Scientist interview process for entry-level candidates consists of a recruiter screening call followed by a technical phone screen and four onsite interview rounds. The process evaluates candidates across coding proficiency (SQL and Python), statistical knowledge, machine learning fundamentals, product thinking, and cultural alignment. All technical rounds are conducted virtually using shared code editors or on-site with whiteboards. The entire process typically spans 4-6 weeks from initial recruiter contact to final decision.