Data Scientist applicants have rated the interview process at Google with 4 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 68.7% positive. This is according to Glassdoor user ratings.
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There are a few steps for screening. First there is phone screening , followed by technical screening, and then on site interviews.
There are different questions throughout the interview. Statistics and machine learning questions
Coding questions
Product sense questions
Behavioral questions,
I applied through a recruiter. The process took 2+ months. I interviewed at Google (San Francisco, CA) in Oct 2020
Interview
standard, recruiter call phone tech interview, then onsite with 5 people, each took 45 mins. Not sure what went wrong though as I thought it went smoothly. Didn't pass the Hiring committee review.
I applied online. The process took 2 months. I interviewed at Google (San Francisco, CA) in Aug 2021
Interview
Technical interview including introduction questions, statistical questions, and coding. The statistical questions were about both probability theory and methods and applications. Both theory and method knowledge are required for this interview at Google because the position is not an engineering position. It is a statistical data scientist position
Interview questions [1]
Question 1
Describe how you manage multiple tasks you are given.