Google Cloud Data Scientist Interview Questions
& Process
Real candidates share what happened, how many rounds they had,
and how the experience turned out.
Based on 5 interview experiences · FREE TO READ
Candidate interview experiences
First-hand accounts from people who interviewed at Google Cloud.
Google Cloud
Data Scientist
Mid Average Positive experience No offer 2 rounds
Interview process
Technical screen Technical screen
Interview formats
Case Technical
I had a hiring assessment quiz first. Then there were two rounds, each with five interviews. I didn't pass the first round. Both rounds had two case study-type questions. The first was on applied stats and the second was on data intuition. I got rejected because my performance was "mixed" in the applied statistics interview. They did say I did well in the data intuition interview, which involved things like reading graphs, charts, and tables, figuring out what they meant, talking about what to do next experiment-wise, and other data science ideas based on the visuals.
Confirmed questions0 questions
No confirmed questions were included in this interview report.
Google Cloud
Data Scientist
Entry Difficult Positive experience Decline offer 1 round
Interview process
Technical screen
Interview formats
Technical
Different layers need different learning rates because lower layers contain stable coding fundamentals that shouldn’t change much, while upper layers hold task-specific logic that must adapt quickly to the new problem.
Confirmed questions4 questions
- Can you explain why varying learning rates are necessary for different layers in a model?
- What is the reasoning behind stable coding fundamentals in lower layers?
- How do upper layers adapt to new problems with task-specific logic?
Google Cloud
Data Scientist
Mid Difficult Neutral experience No offer 5 rounds
Interview process
Recruiter call Phone screen Technical screen Onsite Background check Offer
Interview formats
Behavioral Technical Coding System Design Presentation
Before the interview, you should research the company, get your intro ready, and think about answers to questions. During the interview, be positive, make eye contact, and give a firm handshake. At the end, ask questions about the role to show interest. After it's all done, send a thank you note.
Confirmed questions0 questions
No confirmed questions were included in this interview report.
Google Cloud Data Scientist Interview Questions
Quoted word for word from Google Cloud interview reports.
“Can you explain why varying learning rates are necessary for different layers in a model?”
Read reports →“What is the reasoning behind stable coding fundamentals in lower layers?”
Read reports →“How do upper layers adapt to new problems with task-specific logic?”
Read reports →“Can you write an SQL query or Python code?”
Read reports →“Do you recommend studying data science-related questions thoroughly?”
Read report →Formats, difficulty and experience
Across all 5 Google Cloud interview reports.