Data Science applicants have rated the interview process at Google with 3.5 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 66.7% positive. This is according to Glassdoor user ratings.
Here are the most commonly searched roles for interview reports -
I applied through a recruiter. The process took 5 months. I interviewed at Google (Bengaluru) in Aug 2023
Interview
HR totally screwed up the process. HR does not care to reply back to the candidate even after taking more than 2 rounds. Otherwise interview quality was top notch. Just because of the HR it's a negative experience.
Difficult statistical questions, much different than other data science interviews. Focused on theory on hypothesis testing, time series analysis, logistic regression. Also had a short coding exercise in python. Overall a hard interview process.
Interview questions [1]
Question 1
Derive the maximum likelihood estimator for logistic regression
Interview process went extremely well it was a well conducted interview and there were many technical aspects that I found extremely engaging and thought provoking. I was able to find the time to review the questions as well as answer them at a comfortable pace
Interview questions [1]
Question 1
The interview questions were very well constructed