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Infiniti Research Data Scientist Interview Questions and Answers

Updated 13 Oct 2021

Infiniti Research Data Scientist Interview Experiences

1 interview found

I applied via Naukri.com and was interviewed in Sep 2021. There were 4 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Difference between loss function and cost function.
  • Ans. 

    Loss function measures the error for a single training example, while cost function measures the average error for the entire training set.

    • Loss function is used to optimize the model parameters during training.

    • Cost function is used to evaluate the performance of the model after training.

    • Loss function is typically defined for a single training example.

    • Cost function is typically defined for the entire training set.

    • Exampl...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - It was held by online video conference and bit good one.

Skills evaluated in this interview

Interview questions from similar companies

Interview experience
2
Poor
Difficulty level
-
Process Duration
-
Result
-

I applied via campus placement at National Institute of Technology (NIT), Warangal

Round 1 - Aptitude Test 

1 hour aptitude test

Round 2 - One-on-one 

(1 Question)

  • Q1. What is one hot encoding
Round 3 - HR 

(1 Question)

  • Q1. What is your long term goal
Interview experience
4
Good
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

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

Round 1 - Aptitude Test 

Basic aptitude question

Round 2 - Technical 

(1 Question)

  • Q1. Basic analysis and ML questions , more focused on approach instead of coding
Round 3 - HR 

(1 Question)

  • Q1. As like other HR rounds
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(1 Question)

  • Q1. Regression, clustering

Interview Preparation Tips

Interview preparation tips for other job seekers - It was totally based on project
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
6-8 weeks
Result
Selected Selected

I applied via Approached by Company and was interviewed before Sep 2023. There were 3 interview rounds.

Round 1 - Case Study 

Simple Data Science Case Study

Round 2 - Technical 

(1 Question)

  • Q1. Python knowledge related questions
Round 3 - Case Study 

Data Science Case Study

I applied via Referral and was interviewed before Feb 2021. There were 3 interview rounds.

Round 1 - Coding Test 

Sql and basis python

Round 2 - Case Study 

Business related case study

Round 3 - One-on-one 

(1 Question)

  • Q1. Previous Project discussion

Interview Preparation Tips

Interview preparation tips for other job seekers - Be good with sql and your project experience
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via campus placement at National Institute of Technology (NIT), Rourkela and was interviewed in Jun 2024. There were 2 interview rounds.

Round 1 - Aptitude Test 

Simple Aptitude questions, Data interpretation and verbal

Round 2 - One-on-one 

(3 Questions)

  • Q1. Basic questions on Data Analytics, Projects mentioned
  • Q2. Code in SQL and python(moderate)
  • Ans. 

    The candidate is asked to code in SQL and Python at a moderate level.

    • Use SQL to query data from databases

    • Use Python to manipulate and analyze data

    • Practice writing SQL queries and Python scripts

  • Answered by AI
  • Q3. Machine Learning
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via campus placement at Lovely Professional University (LPU) and was interviewed before May 2023. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Reverse a string in list
  • Ans. 

    Reverse a string in a list of strings

    • Iterate through each string in the list

    • Use the built-in function to reverse each string

    • Store the reversed strings in a new list

  • Answered by AI
  • Q2. Explain joins in sql
  • Ans. 

    Joins in SQL are used to combine rows from two or more tables based on a related column between them.

    • Joins are used to retrieve data from multiple tables based on a related column

    • Types of joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN

    • Example: SELECT * FROM table1 INNER JOIN table2 ON table1.column = table2.column

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - great

Skills evaluated in this interview

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(1 Question)

  • Q1. Regression, clustering

Interview Preparation Tips

Interview preparation tips for other job seekers - It was totally based on project
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
6-8 weeks
Result
Selected Selected

I applied via Approached by Company and was interviewed before Sep 2023. There were 3 interview rounds.

Round 1 - Case Study 

Simple Data Science Case Study

Round 2 - Technical 

(1 Question)

  • Q1. Python knowledge related questions
Round 3 - Case Study 

Data Science Case Study

Infiniti Research Interview FAQs

How to prepare for Infiniti Research Data Scientist interview?
Go through your CV in detail and study all the technologies mentioned in your CV. Prepare at least two technologies or languages in depth if you are appearing for a technical interview at Infiniti Research. The most common topics and skills that interviewers at Infiniti Research expect are Python, Machine Learning, SQL, R and Consulting.

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Infiniti Research Data Scientist Reviews and Ratings

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4.6/5

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4.6

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4.7

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4.6

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4.6

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4.6

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4.6

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