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FPT Software ml engineer Interview Questions and Answers

Updated 26 Mar 2024

FPT Software ml engineer Interview Experiences

1 interview found

ml engineer Interview Questions & Answers

user image Anonymous

posted on 26 Mar 2024

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

(2 Questions)

  • Q1. Explain how clustering works
  • Ans. 

    Clustering is a machine learning technique that groups similar data points together based on certain features.

    • Clustering is an unsupervised learning technique where the algorithm groups data points into clusters based on similarity.

    • Common clustering algorithms include K-means, DBSCAN, and hierarchical clustering.

    • The goal of clustering is to find patterns or structures in data without any prior knowledge of labels.

    • Clust...

  • Answered by AI
  • Q2. Explain anti join
  • Ans. 

    Anti join is a type of join operation in databases that returns rows from the first table where there is no match in the second table.

    • Anti join is the opposite of inner join, it returns rows that do not have a match in the second table.

    • It is useful for finding records that exist in one table but not in another.

    • Anti join can be implemented using NOT IN, NOT EXISTS, or LEFT JOIN with NULL check.

  • Answered by AI

Skills evaluated in this interview

Interview questions from similar companies

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

I applied via campus placement at Government College of Engineering, Aurangabad and was interviewed in Oct 2024. There were 3 interview rounds.

Round 1 - Aptitude Test 

Mostly questions on logical aptitude

Round 2 - Technical 

(3 Questions)

  • Q1. DSA questions. Reverse word of string, bubble sort, swap two variables without use of third variable
  • Q2. OOPs concepts also some questions on project
  • Q3. 1 puzzle (refer gfg)
Round 3 - HR 

(2 Questions)

  • Q1. Why do you want to work at our company?
  • Q2. What was the toughest challenge you have ever faced?
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Seek and was interviewed in Aug 2024. There were 3 interview rounds.

Round 1 - HR 

(2 Questions)

  • Q1. Year of experience
  • Ans. 

    I have 5 years of experience working as a Quality Engineer in the manufacturing industry.

    • 5 years of experience as a Quality Engineer

    • Experience in implementing quality control processes

    • Knowledge of quality standards and regulations

    • Experience in conducting quality audits and inspections

    • Experience in root cause analysis and problem-solving

  • Answered by AI
  • Q2. Why did you leave your last job
  • Ans. 

    Seeking new challenges and opportunities for growth in a different work environment.

    • Desire for career advancement

    • Seeking new challenges

    • Relocation

    • Company downsizing

    • Better work-life balance

  • Answered by AI
Round 2 - Technical 

(2 Questions)

  • Q1. How do you investigate a quality issue?
  • Ans. 

    I investigate a quality issue by gathering data, analyzing root causes, implementing corrective actions, and monitoring results.

    • Gather relevant data and documentation related to the quality issue

    • Analyze the data to identify potential root causes of the issue

    • Develop and implement corrective actions to address the root causes

    • Monitor the effectiveness of the corrective actions and make adjustments as needed

  • Answered by AI
  • Q2. What frustrates you?
  • Ans. 

    Lack of communication and unclear expectations frustrate me.

    • Lack of communication between team members

    • Unclear expectations from management

    • Inefficient processes causing delays

    • Micromanagement

    • Lack of recognition for hard work

  • Answered by AI
Round 3 - Technical 

(2 Questions)

  • Q1. What is the difference between Validation and Verification
  • Ans. 

    Validation ensures the product meets the customer's needs, while verification ensures the product is built correctly.

    • Validation is the process of evaluating a product to ensure it meets the customer's requirements and needs.

    • Verification is the process of evaluating whether a product is built correctly according to the specifications and requirements.

    • Validation answers the question 'Are we building the right product?' w...

  • Answered by AI
  • Q2. What motivated you to apply for this role
  • Ans. 

    Passion for ensuring quality standards and continuous improvement in engineering processes.

    • Passion for quality assurance and process improvement

    • Interest in utilizing engineering skills to enhance product quality

    • Desire to contribute to a team focused on excellence

    • Previous experience in quality control or process optimization

  • Answered by AI

Interview Preparation Tips

Topics to prepare for ResMed Quality Engineer interview:
  • Lean Manufacturing
Interview preparation tips for other job seekers - All questions are based on what you wrote in your CV so make sure you know everything you've written in there
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Approached by Company and was interviewed in Jun 2024. There were 2 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. Find in rotated sorted array
  • Ans. 

    Search for a target value in a rotated sorted array.

    • Use binary search to find the pivot point where the array is rotated.

    • Determine which half of the array the target value lies in based on the pivot point.

    • Continue binary search in the appropriate half of the array to find the target value.

  • Answered by AI
  • Q2. Design IMDB. how will you manage concurrent ratings
  • Ans. 

    Design IMDB with concurrent ratings management

    • Implement a locking mechanism to ensure only one user can update a rating at a time

    • Use a queue system to handle multiple rating requests in an orderly manner

    • Consider using distributed systems to handle high concurrency levels

  • Answered by AI
Round 2 - Technical 

(1 Question)

  • Q1. Design vehicle rental system. Api design
  • Ans. 

    Design a vehicle rental system API

    • Create endpoints for listing available vehicles, booking a vehicle, and returning a vehicle

    • Include authentication and authorization mechanisms for users and admins

    • Implement payment gateway integration for processing rental payments

    • Include features like vehicle search, filtering, and reviews/ratings

    • Consider scalability and performance optimizations for handling high traffic

  • Answered by AI

Skills evaluated in this interview

Interview experience
1
Bad
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Recruitment Consulltant and was interviewed in Apr 2024. There were 2 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. Just work project flow
Round 2 - Behavioral 

(2 Questions)

  • Q1. Better round with good questions
  • Q2. Project flow- of previous projects

Interview Preparation Tips

Interview preparation tips for other job seekers - don't give interview
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Naukri.com and was interviewed in May 2024. There were 3 interview rounds.

Round 1 - Coding Test 

Basic Js concepts like debouncing,event loop, and other output-based questions.

Round 2 - One-on-one 

(1 Question)

  • Q1. Js concepts in depth
Round 3 - HR 

(2 Questions)

  • Q1. Hiring manager round, questions around my project
  • Q2. Optimization techniques
  • Ans. 

    Optimization techniques are methods used to improve the efficiency and performance of software applications.

    • Use algorithms like greedy, dynamic programming, or divide and conquer to optimize code

    • Minimize time complexity by avoiding nested loops and unnecessary iterations

    • Utilize data structures like hash tables, arrays, and trees for efficient storage and retrieval

    • Profile code to identify bottlenecks and optimize critic...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - focus on basics, interviewers were very helpful
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via campus placement at PSG College of Arts & Science, Coimbatore and was interviewed in Apr 2024. There were 2 interview rounds.

Round 1 - Aptitude Test 

There are Question based on data strcuture ,they cover all the topic in ds

Round 2 - Coding Test 

In coding code they gave internet access to solve the problem after 30 they told us to make some changes in it and we should ready to explain the entire code

Interview Preparation Tips

Interview preparation tips for other job seekers - To clear 1 st round ,revise all the data structure concepts ,in second round make sure to be strong in fundamentals of programming and good in logical thinking
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. There wer four questions 1) wildcard pattern matching(leetcode) 2) cows and buffaloes(leetcode) 3) unix based cd directory 4) backtracking question
  • Q2. It was a resume based round for 45 min
Round 2 - Technical 

(1 Question)

  • Q1. It was a resume based round for 1 hr

Interview Preparation Tips

Interview preparation tips for other job seekers - Practice leetcode medium to hard questions
Know your resume very well
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

Paper based exam based on C and embedded c

Round 2 - One-on-one 

(1 Question)

  • Q1. Relevant questions asked
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
-
Result
-

I was interviewed in May 2024.

Round 1 - Aptitude Test 

Totally there were 15 questions

FPT Software Interview FAQs

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

Some of the top questions asked at the FPT Software ml engineer interview -

  1. explain how clustering wo...read more
  2. explain anti j...read more

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