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Google Cloud Data Scientist Interview Questions and Answers

Updated 23 Sep 2023

Google Cloud Data Scientist Interview Experiences

1 interview found

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Naukri.com and was interviewed in Aug 2023. There were 5 interview rounds.

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Properly align and format text in your resume. A recruiter will have to spend more time reading poorly aligned text, leading to high chances of rejection.
View all Resume tips
Round 2 - Coding Test 

Python Building ML Model , 45 Minutes Duration

Round 3 - Group Discussion 

Digital Transformation to achieve Business Objectives , 15 Minutes

Round 4 - One-on-one 

(1 Question)

  • Q1. What insist me to Choose data Science Profession . -Ans - As Data science is the tools which can open the scope of diversified Field to build insight and thereby Support in the decision Making Process Wh...
Round 5 - HR 

(2 Questions)

  • Q1. How much you believe in Personal efficiency and Team effort to obtain the Goal - Ans Personal efficiency is the criteria How to handle the Situation ,apart from that a Good Team Work smoothen the outcome ...
  • Q2. How Work Culture of the Company affects the Work Efficiency
  • Ans. 

    Work culture greatly impacts work efficiency by influencing employee motivation, collaboration, and overall job satisfaction.

    • Positive work culture promotes employee motivation and engagement, leading to higher productivity.

    • Open communication and collaboration in the work culture can improve teamwork and problem-solving abilities.

    • A supportive work environment can boost employee morale and job satisfaction, reducing turn...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - In the Interview always to build your own insight and show your own View and Work Style and tell the interviewer about your observation & Findings . Definitely you will be rewarded

Interview questions from similar companies

Interview Questionnaire 

1 Question

  • Q1. What PCA, Decision tree and computer vision
  • Ans. 

    PCA is a dimensionality reduction technique, decision tree is a classification algorithm, and computer vision is a field of study focused on enabling computers to interpret and understand visual information.

    • PCA is used to reduce the number of variables in a dataset while retaining the most important information.

    • Decision trees are used to classify data based on a set of rules and conditions.

    • Computer vision involves usin...

  • Answered by AI

Skills evaluated in this interview

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Not Selected

I applied via Approached by Company and was interviewed in Aug 2023. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. How can Logistic regression be applied for multiclasstext classification
  • Ans. 

    Logistic regression can be applied for multiclasstext classification by using one-vs-rest or softmax approach.

    • One-vs-rest approach: Train a binary logistic regression model for each class, treating it as the positive class and the rest as the negative class.

    • Softmax approach: Use the softmax function to transform the output of the logistic regression into probabilities for each class.

    • Evaluate the model using appropriate...

  • Answered by AI

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via LinkedIn and was interviewed before Apr 2023. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. How does fbpropher forecasting model works and how is can be used to forecsst trafffic
  • Ans. 

    fbprophet is a forecasting model developed by Facebook that uses time series data to make predictions.

    • fbprophet is an open-source forecasting tool developed by Facebook's Core Data Science team.

    • It is based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects.

    • fbprophet can be used to forecast traffic by providing historical data on traffic patterns and usi...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Thourough with maths of forecasting techniques and parameter tuning

Interview Questionnaire 

3 Questions

  • Q1. Analytic lifecycle
  • Q2. Project management
  • Q3. Handling conflicting requirements

Interview Preparation Tips

Interview preparation tips for other job seekers - Be transparent and try to articulate things nicely. All the best
Interview experience
2
Poor
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Recruitment Consulltant and was interviewed in Apr 2024. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. 1. Basics of Python 2. Basics of ML like supervised and unsupervised learning

Interview Preparation Tips

Interview preparation tips for other job seekers - Be thorough on basics and current job role
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
Selected Selected

I applied via Company Website and was interviewed in Jul 2024. There were 5 interview rounds.

Round 1 - One-on-one 

(1 Question)

  • Q1. Basic ml related questions,past project discussion
Round 2 - One-on-one 

(1 Question)

  • Q1. AI, ML related, statistical analysis of the graph.
Round 3 - Behavioral 

(1 Question)

  • Q1. Work culture, check
Round 4 - cross functional lob 

(1 Question)

  • Q1. Work culture, project discussion, scenario based questions
Round 5 - HR 

(1 Question)

  • Q1. Basic HR questions, why sap salary discussions
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via LinkedIn and was interviewed before Mar 2023. There were 2 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. Your past experience related questions
Round 2 - Technical 

(1 Question)

  • Q1. Role related questions

Interview Preparation Tips

Interview preparation tips for other job seekers - Overall intrview process was easy
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Referral and was interviewed before Oct 2023. There were 3 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. What is p value
  • Ans. 

    P value is a statistical measure that helps determine the significance of results in hypothesis testing.

    • P value is the probability of obtaining results as extreme as the observed results, assuming the null hypothesis is true.

    • A small p value (typically ≤ 0.05) indicates strong evidence against the null hypothesis, leading to its rejection.

    • Conversely, a large p value (> 0.05) suggests weak evidence against the null hypot...

  • Answered by AI
  • Q2. When will you use t test
  • Ans. 

    T test is used to determine if there is a significant difference between the means of two groups.

    • Use t test when comparing means of two groups to determine if there is a significant difference.

    • Commonly used in hypothesis testing to assess if there is a statistically significant difference between groups.

    • Example: Comparing the average test scores of students who received tutoring versus those who did not.

    • Example: Testin...

  • Answered by AI
Round 2 - Case Study 

How will you do customer segmentation

Round 3 - One-on-one 

(2 Questions)

  • Q1. Tools you worked on previously
  • Ans. 

    I have worked with tools such as Python, R, SQL, Tableau, and Excel for data analysis and visualization.

    • Python

    • R

    • SQL

    • Tableau

    • Excel

  • Answered by AI
  • Q2. Why did you choose cisco
  • Ans. 

    I chose Cisco for its reputation as a leader in networking technology and its commitment to innovation.

    • Cisco is a global leader in networking technology

    • Cisco has a strong reputation for innovation and cutting-edge solutions

    • I admire Cisco's commitment to diversity and inclusion in the workplace

  • Answered by AI
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(1 Question)

  • Q1. Python, alogrithms, data science
Round 2 - Coding Test 

Python 45 mins, OOPS Concepts, SQL

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Google Cloud Interview FAQs

How many rounds are there in Google Cloud Data Scientist interview?
Google Cloud interview process usually has 5 rounds. The most common rounds in the Google Cloud interview process are Resume Shortlist, Coding Test and Group Discussion.
What are the top questions asked in Google Cloud Data Scientist interview?

Some of the top questions asked at the Google Cloud Data Scientist interview -

  1. How Work Culture of the Company affects the Work Efficie...read more
  2. What insist me to Choose data Science Profession . -Ans - As Data science is th...read more

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Google Cloud Data Scientist Interview Process

based on 1 interview

Interview experience

5
  
Excellent
View more
Google Cloud Data Scientist Salary
based on 4 salaries
₹12.5 L/yr - ₹102 L/yr
256% more than the average Data Scientist Salary in India
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