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Sessions Completed
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4.96
Avg Coach Rating
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What to Expect in the Google Data Scientist Interview Loop

The Google Data Scientist interview loop is very structured. Each interview follows an almost-rigid format to assess you across very specific technical and leadership skills. Here's the process:

  1. 1. Recruiter Screen

    Screening for analytical depth, statistics, and product intuition.

  2. 2. Technical Screen

    Coding and statistical reasoning / case study assessment.

  3. 3. Onsite Loop

    4-5 rounds: Analytical Thinking, Product Case Study, Statistics/Modeling, and Googliness/Leadership.

    • Behavioral

    • Product Interpretation

    • Statistics

    • Metrics and Experimentation

    • Machine Learning

Candidates keep coming back

63% book a follow-up

5.02 sessions on average

Learned a lot. Coach gave clear formulation structure for better presentation. Explained what was missing in my stories and what I should focus the message on. How do deliver well and what is missing

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Prepared for

Google Data Science

5 star review

All the information provided was really helpful. Things were communicated well before hand. @coach - Hey, thank you so much for taking the time today, your insights were super helpful!

G

Prepared for

Google DS

5 star review

The coach provided helpful insights and actionable feedback throughout the session. The mock interview helped me identify clear opportunity areas to work on, which is very valuable for the interview prep.

G

Prepared for

Google Product Data Scientist

5 star review

Thank you so much for the helpful mock interview session! I really appreciated the specific and actionable feedback, as well as the thoughtful tips and suggestions you provided throughout the session. It was very valuable.

G

Prepared for

Google Product Data Scientist

5 star review

Coach was great. I was able to clarify all the questions I had from my side as well as learn things to prep on. Great experience overall.

G

Prepared for

Google Data Scientist

5 star review

The coach offered great and actionable insights, advice, and feedback during the mock interview. This is very valuable for my interview prep. I highly recommend working with this coach. @coach - The coach offered great and actionable insights, advice, and feedback during the mock interview. This is very valuable for my interview prep. I highly recommend working with this coach.

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Prepared for

Google Data Scientist

5 star review

The coach is extremely knowledgeable about interview topics and provided clear, actionable guidance on how to break down problems, along with helpful tips throughout the session. I feel much more comfortable about the interview process after the coaching session. I really appreciate his time and expertise. @coach - The coach is extremely knowledgeable about interview topics and provided clear, actionable guidance on how to break down problems, along with helpful tips throughout the session. I feel much more comfortable about the interview process after the coaching session. I really appreciate his time and expertise.

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Prepared for

Google Product Data Scientist

5 star review

My coach was extremely knowledgable in her respective field. She actually went beyond and above and provided very detailed and structured responses and helped me to have a deeper understanding of product data science interview styles. I highly recommend her for the candidates navigating through data science field for their career. @coach - thank you again for your time and high quality coaching session!

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Prepared for

Google Product Data Scientist

5 star review

Hi *******, Thank you again for the mock interview and sharing your feedback. It helped give me a check on where I stand and your mock round felt very close to an actual interview. I really liked how structured your interview was and how you shared back your feedback. Glad to have connected with you on this platform.

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Prepared for

Google DS

5 star review

Prepfully coaches are a really a good way for understanding from industry professionals about the way they approach the interviews.

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Prepared for

Google DS

5 star review

Thanks for the effective session - It felt like a real interview, and thanks for your feedback and help improving my weak areas. I feel more prepared!

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Prepared for

Google Data Scientist, Product

5 star review

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Frequently asked questions

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