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Google Machine Learning Engineer Interview Questions and Answers

Updated 22 Sep 2024

2 interviews found

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Machine Learning Engineer Interview Questions

user image Savine Luthar

posted on 22 Sep 2024

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

I applied via Approached by Company and was interviewed in Mar 2024.

2 Interview Rounds

1

Coding Test Round

Mostly Python based coding questions

2

Technical Round (2 Questions)

  • Q1. SQL and python based questions
  • Q2. Statistics questions as well
Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

3 Interview Rounds

1

Resume Shortlist Round

Pro Tip by AmbitionBox:
Keep your resume crisp and to the point. A recruiter looks at your resume for an average of 6 seconds, make sure to leave the best impression.
View all tips
2

Coding Test Round

Dynamic programming, Greedy algorithms, Data science related questions

3

HR Round (2 Questions)

  • Q1. Why do you want to work at Google?
  • Q2. What are your strengths and weaknesses?

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare your Data structures and algorithms thoroughly.

Interview questions from similar companies

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

I applied via Naukri.com and was interviewed in Jan 2024.

2 Interview Rounds

1

Aptitude Test Round

You can get the information and answer in Google

2

Technical Round (3 Questions)

  • Q1. Xg boost, naive Bayes algorithm, standard deviation formula and detailed information about that
  • Q2. What is xg boost All about naive Bayes algorithm Standard deviations and the formula
  • Q3. What is the Byes rules and there in deep

Interview Preparation Tips

Interview preparation tips for other job seekers - Be well prepared very tough interviewers
Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Coding Test Round

Given the API rand7() that generates a uniform random integer in the range [1, 7], write a function rand10() that generates a uniform random integer in the range [1, 10]. You can only call the API rand7(), and you shouldn't call any other API. Please do not use a language's built-in random API.

Interview experience
5
 Excellent
Difficulty level
 Hard
Duration
 Less than 2 weeks
Result
Selected  Selected

I was interviewed in Apr 2024.

3 Interview Rounds

1

Aptitude Test Round

Aptitude basic maths and pseudo code output choose the best answer

2

Coding Test Round

DS algorithms, General Problem solving

3

Technical Round (2 Questions)

  • Q1. System Designs questions were asked
  • Q2. DBMS questions were asked and other resume related topics were involved in discussion
Interview experience
3
 Average
Difficulty level
 Hard
Duration
 2-4 weeks
Result
 Not Selected

I applied via Naukri.com and was interviewed in Jan 2024.

2 Interview Rounds

1

Aptitude Test Round

You can get the information and answer in Google

2

Technical Round (3 Questions)

  • Q1. Xg boost, naive Bayes algorithm, standard deviation formula and detailed information about that
  • Q2. What is xg boost All about naive Bayes algorithm Standard deviations and the formula
  • Q3. What is the Byes rules and there in deep

Interview Preparation Tips

Interview preparation tips for other job seekers - Be well prepared very tough interviewers
Interview experience
2
 Poor
Difficulty level
 -
Duration
 -
Result
 -

2 Interview Rounds

1

Group Discussion Round

Not so tough and you will learn a lot of things that are new to you

2

Aptitude Test Round

The duration is about 90 minute

Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Coding Test Round

Given the API rand7() that generates a uniform random integer in the range [1, 7], write a function rand10() that generates a uniform random integer in the range [1, 10]. You can only call the API rand7(), and you shouldn't call any other API. Please do not use a language's built-in random API.

Interview experience
4
 Good
Difficulty level
 Hard
Duration
 6-8 weeks
Result
Selected  Selected

I applied via Referral and was interviewed before Jan 2023.

2 Interview Rounds

1

Technical Round (2 Questions)

  • Q1. Machine learning coding question: using Clustering
  • Q2. Machine learning coding question: using Associate rule mining
2

Technical Round (2 Questions)

  • Q1. Questions on Projects in Resume
  • Q2. Hypothecical scenario discussion and problem solving in ML

Google Interview FAQs

How many rounds are there in Google Machine Learning Engineer interview?
Google interview process usually has 2-3 rounds. The most common rounds in the Google interview process are Coding Test, Resume Shortlist and HR.
What are the top questions asked in Google Machine Learning Engineer interview?

Some of the top questions asked at the Google Machine Learning Engineer interview -

  1. SQL and python based questi...read more
  2. Statistics questions as w...read more

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Google Machine Learning Engineer Salary
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₹19.3 L/yr - ₹80.2 L/yr
328% more than the average Machine Learning Engineer Salary in India
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4.2

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