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Google ml engineer Interview Questions and Answers

Updated 9 Jan 2025

Google ml engineer Interview Experiences

4 interviews found

ml engineer Interview Questions & Answers

user image Anonymous

posted on 9 Jan 2025

Interview experience
2
Poor
Difficulty level
Hard
Process Duration
-
Result
Not Selected
Round 1 - Technical 

(1 Question)

  • Q1. DSA Question on Graphs

Interview Preparation Tips

Interview preparation tips for other job seekers - grind leetcode, no one actually learns anything from DSA. Its a test of how good your time complexity is for remembering a leetcode problem similar to the question being asked.

ml engineer Interview Questions & Answers

user image Anonymous

posted on 18 Sep 2024

Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(3 Questions)

  • Q1. On Sorting Algorithms
  • Q2. On imbalanced Datasets
  • Q3. On ML workflow and describing a end to end ML flow
  • Ans. 

    ML workflow involves data collection, preprocessing, model training, evaluation, and deployment.

    • Data collection: Gather relevant data from various sources.

    • Data preprocessing: Clean, transform, and prepare data for model training.

    • Model training: Develop and train machine learning models using algorithms.

    • Evaluation: Assess model performance using metrics like accuracy, precision, recall.

    • Deployment: Implement the model in

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - focus on basic ML, sorting and DSA

Skills evaluated in this interview

ml engineer Interview Questions Asked at Other Companies

asked in Air India
Q1. How to evaluate regression models? explain r squared and adjusted ... read more
asked in Air India
Q2. bagging and boosting and their difference, what is ensemble model ... read more
asked in Air India
Q3. Explain working of decision trees, how to select parent and child ... read more
asked in Air India
Q4. What does correlation mean? what is the interpretation if the cor ... read more
asked in Air India
Q5. create dictionary in python from 2 list and key values, sql query ... read more

ml engineer Interview Questions & Answers

user image Anonymous

posted on 7 Nov 2024

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

I applied via Referral and was interviewed in Oct 2024. There was 1 interview round.

Round 1 - Coding Test 

DSA question on Hashing

ml engineer Interview Questions & Answers

user image Anonymous

posted on 1 Aug 2024

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Not Selected

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

Round 1 - Coding Test 

There was 1 DSA question (graph-based), and some followup modifications in same.

Interview Preparation Tips

Interview preparation tips for other job seekers - thoroughly practice graphs and trees.

Google interview questions for designations

 Ml Data Associate 1

 (1)

 Engineer

 (2)

 Software Engineer

 (118)

 Softwaretest Engineer

 (13)

 Engineer L4

 (3)

 System Engineer

 (3)

 Staff Engineer

 (3)

 Solution Engineer

 (3)

Interview questions from similar companies

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(1 Question)

  • Q1. Tell me about your projects?
Interview experience
4
Good
Difficulty level
Easy
Process Duration
2-4 weeks
Result
No response

I applied via Referral and was interviewed in Oct 2024. There was 1 interview round.

Round 1 - Technical 

(3 Questions)

  • Q1. Questions about OOPS includes inheritence, interface, abstract classes, access specifiers
  • Q2. Coding question: given a vector, return a vector where each entry in the resultant vector is the product of the remaining elements in the given vector.
  • Q3. Coding question: given a vector numbers, return the index of the vector which has the longest length palindrome
  • Ans. 

    Return the index of the vector with the longest length palindrome

    • Iterate through each string in the vector

    • Check if the string is a palindrome

    • Track the index of the longest palindrome string

  • Answered by AI

Interview Preparation Tips

Topics to prepare for Oracle Software Engineer interview:
  • oops
  • C++
  • Java
  • Python
  • DSA
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
No response

I was interviewed in Nov 2024.

Round 1 - Coding Test 

It was codility test with 2 questions

Round 2 - One-on-one 

(1 Question)

  • Q1. One codility question
Round 3 - One-on-one 

(1 Question)

  • Q1. Design system like uber eats
Round 4 - One-on-one 

(1 Question)

  • Q1. Design system like youtube
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

Data structure related question

Round 2 - Technical 

(4 Questions)

  • Q1. Quesitions related to data structure, cloud
  • Q2. Find the second highest integer
  • Ans. 

    To find the second highest integer in an array, sort the array in descending order and return the second element.

    • Sort the array in descending order

    • Return the second element in the sorted array

    • Handle edge cases like duplicates or small arrays

  • Answered by AI
  • Q3. Question related to two sum
  • Q4. Some sliding window problems
Round 3 - HR 

(1 Question)

  • Q1. General Behavioral Questions

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare for the basics

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(1 Question)

  • Q1. How does the CAN TP (Controller Area Network Transport Protocol) work?
  • Ans. 

    CAN TP is a protocol used for transferring large data packets over Controller Area Network.

    • CAN TP breaks large data packets into smaller segments for transmission

    • It uses flow control mechanisms to ensure all segments are received and retransmits if necessary

    • CAN TP is commonly used in automotive and industrial applications

  • Answered by AI
Round 2 - Technical 

(1 Question)

  • Q1. Explain autosar layer
  • Ans. 

    AUTOSAR (Automotive Open System Architecture) is a standardized software architecture for automotive systems.

    • AUTOSAR is a layered architecture consisting of four layers: Application Layer, Runtime Environment (RTE) Layer, Basic Software Layer, and Microcontroller Abstraction Layer (MCAL).

    • Each layer in AUTOSAR has specific responsibilities and interfaces with other layers to ensure modularity and reusability of software...

  • Answered by AI
Round 3 - HR 

(1 Question)

  • Q1. Are you prepared to work from home?
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Referral and was interviewed in Dec 2024. There was 1 interview round.

Round 1 - Technical 

(2 Questions)

  • Q1. Explain microservices.
  • Q2. OOPS

Interview Preparation Tips

Interview preparation tips for other job seekers - This was a contract-based position, so just 1 round of interviews was conducted.

Google Interview FAQs

How many rounds are there in Google ml engineer interview?
Google interview process usually has 1 rounds. The most common rounds in the Google interview process are Coding Test and Technical.
What are the top questions asked in Google ml engineer interview?

Some of the top questions asked at the Google ml engineer interview -

  1. On ML workflow and describing a end to end ML f...read more
  2. DSA Question on Gra...read more
  3. On Sorting Algorit...read more

Tell us how to improve this page.

Google ml engineer Interview Process

based on 4 interviews in last 1 year

Interview experience

3.3
  
Average

People are getting interviews through

based on 2 Google interviews
Referral
50%
50% candidates got the interview through other sources.
Moderate Confidence
?
Moderate Confidence means the data is based on a sufficient number of responses received from the candidates

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Google ml engineer Salary
based on 10 salaries
₹25.1 L/yr - ₹39 L/yr
157% more than the average ml engineer Salary in India
View more details

Google ml engineer Reviews and Ratings

based on 2 reviews

4.3/5

Rating in categories

4.7

Skill development

5.0

Work-Life balance

3.6

Salary & Benefits

5.0

Job Security

5.0

Company culture

5.0

Promotions/Appraisal

4.3

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