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AB InBev India Senior Data Scientist Interview Questions and Answers

Updated 15 Sep 2023

AB InBev India Senior Data Scientist Interview Experiences

1 interview found

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 - Technical 

(2 Questions)

  • Q1. Machine learning questions
  • Q2. Random forest linear regression
Round 3 - One-on-one 

(1 Question)

  • Q1. Managerial questions

Interview Preparation Tips

Interview preparation tips for other job seekers - good

Senior Data Scientist Jobs at AB InBev India

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Interview questions from similar companies

Interview experience
1
Bad
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(5 Questions)

  • Q1. What is autocorrelation?
  • Ans. 

    Autocorrelation is a statistical concept that measures the relationship between a variable's current value and its past values.

    • Autocorrelation is the correlation of a signal with a delayed copy of itself.

    • It is used to detect patterns or trends in time series data.

    • Positive autocorrelation indicates a positive relationship between current and past values, while negative autocorrelation indicates a negative relationship.

    • F...

  • Answered by AI
  • Q2. Linear Regression Assumptions
  • Ans. 

    Linear regression assumptions include linearity, independence, homoscedasticity, and normality.

    • Assumption of linearity: The relationship between the independent and dependent variables is linear.

    • Assumption of independence: The residuals are independent of each other.

    • Assumption of homoscedasticity: The variance of the residuals is constant across all levels of the independent variables.

    • Assumption of normality: The resid...

  • Answered by AI
  • Q3. P value in simple terms
  • Ans. 

    P value is a measure used in hypothesis testing to determine the significance of the results.

    • P value is the probability of obtaining results at least as extreme as the observed results, assuming the null hypothesis is true.

    • A small P value (typically ≤ 0.05) indicates strong evidence against the null hypothesis, leading to its rejection.

    • A large P value (> 0.05) suggests weak evidence against the null hypothesis, lead...

  • Answered by AI
  • Q4. Bagging and Boosting algorithms
  • Q5. Multicollinearity

Skills evaluated in this interview

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

I was interviewed in Dec 2024.

Round 1 - One-on-one 

(2 Questions)

  • Q1. What are the methods for evaluating machine learning models?
  • Ans. 

    Methods for evaluating machine learning models include accuracy, precision, recall, F1 score, ROC curve, and confusion matrix.

    • Accuracy: measures the proportion of correct predictions out of the total predictions made by the model.

    • Precision: measures the proportion of true positive predictions out of all positive predictions made by the model.

    • Recall: measures the proportion of true positive predictions out of all actual...

  • Answered by AI
  • Q2. What is the definition of standard deviation?
  • Ans. 

    Standard deviation is a measure of the amount of variation or dispersion of a set of values.

    • Standard deviation is calculated as the square root of the variance.

    • It indicates how spread out the values in a data set are around the mean.

    • A low standard deviation means the values are close to the mean, while a high standard deviation means the values are more spread out.

    • For example, in a data set of test scores, a high stand...

  • Answered by AI
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - HR 

(1 Question)

  • Q1. Why do you think you are a good fit?
  • Ans. 

    I have extensive experience in the industry, strong analytical skills, and a proven track record of delivering results.

    • Extensive experience in the industry

    • Strong analytical skills

    • Proven track record of delivering results

  • Answered by AI
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Referral and was interviewed before Jan 2024. There was 1 interview round.

Round 1 - Assignment 

Pymetrics test is designed to evaluate your attitude and behavior.

Interview Preparation Tips

Topics to prepare for Diageo Senior Associate interview:
  • Finance
  • Accounting
  • SAP
Interview preparation tips for other job seekers - Please focus on pymetrics; do not treat it casually. Ensure you are prepared with the highlights mentioned in your resume.
Interview experience
5
Excellent
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Campus Placement and was interviewed in Aug 2023. There were 4 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 - Aptitude Test 

Round 1 was the Pymetric assessment.

Round 3 - Hirevue 

(3 Questions)

  • Q1. Tell us about yourself.
  • Q2. Who is your role model?
  • Q3. Why would you like to work for us?
Round 4 - One-on-one 

(1 Question)

  • Q1. Tell us about your education and internships. Few financial terms were asked, like accrual, depreciation, invoice and collection, intangible and so on.
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Walk-in and was interviewed before Sep 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 - Technical 

(2 Questions)

  • Q1. The ops manager were too friendly,,,it helps me to explain more about my job experience
  • Q2. Accounting knowledge and team handling tricks

Interview Preparation Tips

Interview preparation tips for other job seekers - I want to rejoin again Diageo.

Senior Associate Interview Questions & Answers

Diageo user image Vaishnavi Shekar

posted on 21 Jan 2024

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
Selected Selected

I applied via Campus Placement and was interviewed in Dec 2023. There were 3 interview rounds.

Round 1 - Aptitude Test 

It was pymetrics where we had to
Play different games in the form of aptitude

Round 2 - Virtual AI interview  

(4 Questions)

  • Q1. We were asked few questions and given some Time to answer them and submit
  • Q2. Tell about yourself
  • Q3. Who is your role model
  • Q4. Why should we hire you
Round 3 - One-on-one 

(2 Questions)

  • Q1. Accounting questions
  • Q2. What is debit and credit
  • Ans. 

    Debit and credit are fundamental concepts in accounting that represent the increase or decrease in assets, liabilities, and equity.

    • Debit is an entry on the left side of an account that increases assets and decreases liabilities and equity.

    • Credit is an entry on the right side of an account that decreases assets and increases liabilities and equity.

    • Debits and credits are used to record transactions and maintain the balan...

  • Answered by AI

Interview Preparation Tips

Topics to prepare for Diageo Senior Associate interview:
  • Accounting
  • Finance
Interview preparation tips for other job seekers - Be confident and trust the process and trust yourself.

I applied via Naukri.com and was interviewed before Sep 2019. There were 3 interview rounds.

Interview Questionnaire 

2 Questions

  • Q1. Questions regarding Desktop produre
  • Q2. Questions from resume

Interview Preparation Tips

Interview preparation tips for other job seekers - Be confident for what you say ,smile and ask questions back
Interview experience
2
Poor
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

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

Round 1 - HR 

(1 Question)

  • Q1. How you know about your data
  • Ans. 

    I regularly review and analyze data to track performance and make informed decisions.

    • I track key performance indicators (KPIs) to monitor progress

    • I use data visualization tools like Excel or Tableau to analyze trends

    • I conduct regular audits to ensure data accuracy

    • I collaborate with team members to gather and interpret data

    • I attend training sessions to stay updated on data analysis techniques

  • Answered by AI

AB InBev India Interview FAQs

How many rounds are there in AB InBev India Senior Data Scientist interview?
AB InBev India interview process usually has 3 rounds. The most common rounds in the AB InBev India interview process are Resume Shortlist, Technical and One-on-one Round.
How to prepare for AB InBev India Senior 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 AB InBev India. The most common topics and skills that interviewers at AB InBev India expect are Python, Machine Learning, SQL, Data Analytics and Data Processing.
What are the top questions asked in AB InBev India Senior Data Scientist interview?

Some of the top questions asked at the AB InBev India Senior Data Scientist interview -

  1. random forest linear regress...read more
  2. Machine learning questi...read more

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AB InBev India Senior Data Scientist Interview Process

based on 2 interviews

Interview experience

4
  
Good
View more

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AB InBev India Senior Data Scientist Salary
based on 118 salaries
₹20 L/yr - ₹42 L/yr
16% more than the average Senior Data Scientist Salary in India
View more details

AB InBev India Senior Data Scientist Reviews and Ratings

based on 10 reviews

2.3/5

Rating in categories

2.2

Skill development

2.1

Work-life balance

3.2

Salary

2.1

Job security

2.4

Company culture

2.1

Promotions

2.2

Work satisfaction

Explore 10 Reviews and Ratings
Senior Data Scientist - CP&A

Bangalore / Bengaluru

8-10 Yrs

₹ 30-36.5 LPA

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