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Koch Business Solutions Data Scientist Interview Questions and Answers

Updated 21 Mar 2023

Koch Business Solutions Data Scientist Interview Experiences

1 interview found

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Naukri.com and was interviewed before Mar 2022. There were 3 interview rounds.

Round 1 - Resume Shortlist 
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
Round 2 - Technical 

(2 Questions)

  • Q1. Deep dive into your DS projects and implementation. Some questions about MLOPS and cloud exposure. Basic ML questions
  • Q2. Gradient descent Linear regression Time series questions Lightgbm and xgboost
Round 3 - Technical 

(1 Question)

  • Q1. Time series question on ARIMA , ML approach to time series

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare well for the projects written in resume and also have an idea on the latest development in that area .

Interview questions from similar companies

Interview Questionnaire 

1 Question

  • Q1. Please tell me something about yourself.What is your experience? What are your goals and ambitions?Why We should hire you? Strengths and weaknesses etc.

I applied via Referral and was interviewed in Mar 2021. There were 4 interview rounds.

Interview Questionnaire 

2 Questions

  • Q1. What is data science
  • Ans. 

    Data science is the field of extracting insights and knowledge from data using various techniques and tools.

    • Data science involves collecting, cleaning, and analyzing data to extract insights.

    • It uses various techniques such as machine learning, statistical modeling, and data visualization.

    • Data science is used in various fields such as finance, healthcare, and marketing.

    • Examples of data science applications include fraud...

  • Answered by AI
  • Q2. What is phyton and R
  • Ans. 

    Python and R are programming languages commonly used in data science and statistical analysis.

    • Python is a general-purpose language with a large community and many libraries for data manipulation and machine learning.

    • R is a language specifically designed for statistical computing and graphics, with a wide range of packages for data analysis and visualization.

    • Both languages are popular choices for data scientists and hav...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Provide the tips how to face the interview

Skills evaluated in this interview

I applied via Company Website and was interviewed in Mar 2022. There were 3 interview rounds.

Round 1 - Resume Shortlist 
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
Round 2 - HR 

(1 Question)

  • Q1. Firstly discuss with HR about the job role and confirmed of technical round interview schedule then I did receive the date and time
Round 3 - Technical 

(1 Question)

  • Q1. In the technical round will meet with the technical person of the data scientist and I gave the interview starting was very good going but I have stuck in some questions then I didn't select in Infosys

Interview Preparation Tips

Topics to prepare for Infosys Data Scientist interview:
  • Data Scientist
  • Java Developer
  • Python
Interview preparation tips for other job seekers - You can apply to Infosys company because this is an Indian multinational company and if your goal is to get a job in the multination company

I applied via Referral and was interviewed in May 2022. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. What are your projects Explain one in brief

Interview Preparation Tips

Interview preparation tips for other job seekers - Be confident and answer throughly. Keep you knowledge check.

I applied via Naukri.com and was interviewed in May 2022. There were 2 interview rounds.

Round 1 - Resume Shortlist 
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
Round 2 - HR 

(3 Questions)

  • Q1. Tell about yourself?
  • Q2. Do you have any questions for me
  • Q3. Where you want to see

Interview Preparation Tips

Interview preparation tips for other job seekers - be confident and dont stress while giving interview

I applied via Referral and was interviewed in May 2022. There were 3 interview rounds.

Round 1 - Aptitude Test 

There was details syllabus and couse cover

Round 2 - Group Discussion 

Around 20 people participating in o e gd

Round 3 - HR 

(1 Question)

  • Q1. General information about you

Interview Preparation Tips

Interview preparation tips for other job seekers - Do focus on project u are going for.also study about the company the general mathematics along with logical reasoning
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Resume Shortlist 
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
Round 2 - Case Study 

Case Study for Data Analysis for marketing company

Round 3 - Group Discussion 

Group Discussion on Case Study

Round 4 - One-on-one 

(2 Questions)

  • Q1. Technical round questions about data analytics
  • Q2. Technical round about data analytics

Interview Preparation Tips

Interview preparation tips for other job seekers - Be confident!
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
6-8 weeks
Result
Not Selected

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

Round 1 - Technical 

(1 Question)

  • Q1. What is L1 and L2 Regularization?
  • Ans. 

    L1 and L2 regularization are techniques used in machine learning to prevent overfitting by adding penalty terms to the cost function.

    • L1 regularization adds the absolute values of the coefficients as penalty term to the cost function.

    • L2 regularization adds the squared values of the coefficients as penalty term to the cost function.

    • L1 regularization can lead to sparse models by forcing some coefficients to be exactly zer...

  • Answered by AI

Skills evaluated in this interview

Round 1 - Technical 

(1 Question)

  • Q1. Statistics Probability questions K mean

Interview Preparation Tips

Interview preparation tips for other job seekers - tough Interview. Asked statistics question

Koch Business Solutions Interview FAQs

How many rounds are there in Koch Business Solutions Data Scientist interview?
Koch Business Solutions interview process usually has 3 rounds. The most common rounds in the Koch Business Solutions interview process are Technical and Resume Shortlist.
How to prepare for Koch Business Solutions 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 Koch Business Solutions. The most common topics and skills that interviewers at Koch Business Solutions expect are Python, SQL, AWS, Machine Learning and Data Entry.
What are the top questions asked in Koch Business Solutions Data Scientist interview?

Some of the top questions asked at the Koch Business Solutions Data Scientist interview -

  1. Deep dive into your DS projects and implementation. Some questions about MLOPS ...read more
  2. Gradient descent Linear regression Time series questions Lightgbm and xgbo...read more
  3. Time series question on ARIMA , ML approach to time ser...read more

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Koch Business Solutions Data Scientist Interview Process

based on 1 interview

Interview experience

4
  
Good
View more
Koch Business Solutions Data Scientist Salary
based on 17 salaries
₹8.5 L/yr - ₹35 L/yr
44% more than the average Data Scientist Salary in India
View more details

Koch Business Solutions Data Scientist Reviews and Ratings

based on 2 reviews

2.0/5

Rating in categories

1.0

Skill development

3.6

Work-life balance

2.4

Salary

2.4

Job security

1.6

Company culture

1.0

Promotions

1.0

Work satisfaction

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