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AB InBev India Associate Data Scientist Interview Questions and Answers

Updated 5 Dec 2022

AB InBev India Associate Data Scientist Interview Experiences

4 interviews found

I applied via Approached by Company and was interviewed in Feb 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 

(1 Question)

  • Q1. Forecasting in time series
  • Ans. 

    Forecasting in time series involves predicting future values based on past data.

    • Identify the trend, seasonality, and any outliers in the data

    • Choose an appropriate forecasting method such as ARIMA or exponential smoothing

    • Split the data into training and testing sets to evaluate the accuracy of the model

    • Adjust the model parameters and re-evaluate until satisfactory results are achieved

  • Answered by AI
Round 3 - Case Study 

Forecasting related case studies

Interview Preparation Tips

Interview preparation tips for other job seekers - Keep your concepts clear in python and data science

Skills evaluated in this interview

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

I applied via campus placement at Indian Statistical Institute (ISI), Kolkatta and was interviewed before Dec 2021. There were 4 interview rounds.

Round 1 - Coding Test 

Two coding questions on basic Dynamic programming. Difficulty : Easy to Medium Easy

Round 2 - Group Discussion 

Case Stydy type questions :
How do you place beer in the shelves ( also beer comes in cans, 6 packs, q2 packs, bottles , large bottles ) , given shelves can accomodate only a finite volume and you have the paat sales details for all brand and types of beer and the profits.( My approach : Analogous to integer knapsack )

You have a new beer brand with no previous sales data. Do you put it in the shelves ? If so, how much , and how do you determine if the beer will sell good in the near future after , say, 2 months of you keeping it in the shelves. You have to take into account that many people will be biased against a new brand because the brand isnt establiahed.

Round 3 - Technical 

(1 Question)

  • Q1. Explain your thesis ANN and topics related to it, derieve backpropagation If I am comfortable in woeking in technologies I do not compeleteàly understand.
Round 4 - HR 

(1 Question)

  • Q1. How I feel about moving far to Bangalore Have I looked in the company reviews ( I did) and what is one bad review about the company ( said work life balance) ( They asked me why I was so nervous and said ...

Interview Preparation Tips

Topics to prepare for AB InBev India Associate Data Scientist interview:
  • Algorithms
  • Machine Learning
Interview preparation tips for other job seekers - Interview is not too hard to Crack. You will have an edge if you are aware about algorithms a bit as well, since they strangely asked DP questions in coding round

Associate Data Scientist Interview Questions Asked at Other Companies

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Q3. What Multiple Functions in terms of the Data can be Performed in ... read more
asked in GeakMinds
Q4. What is the difference between Rank and Dense Rank in SQL?
asked in MathCo
Q5. Explain statistical concepts like Hypothesis testing, and type 1 ... read more

I applied via campus placement at Indian Institute of Technology (IIT), Chennai and was interviewed in Dec 2016. There were 6 interview rounds.

Interview Questionnaire 

3 Questions

  • Q1. What type of work culture do you prefer - startup or corporate?
  • Q2. If offered an opportunity at AB Inbev, how likely are you to join the firm?
  • Q3. Usual HR questions, detailed discussion on the analytics intern

Interview Preparation Tips

Round: Test
Experience: It was an aptitude test. CAT level questions. The English Section was a bit tricky.
Tips: Some of the questions are time consuming. Skip them and answer the easy ones. They usually shortlist a lot of students for the nest round and if you solve the easy ones, you will stand a decent chance for the next round.
Duration: 1 hour
Total Questions: 30

Round: Group Discussion
Experience: We basically used a SWOT analysis for this particular GD. Discussed the pros and cons in detail along with healthy arguments and counter arguments. They ended selecting half of our group.
Tips: Make relevant points. There is no need to start or the end the GD. Getting browny points for that is a myth, Make sensible arguments, have a healthy conversation. Also, if possible , speak to the other people of the GD in advance and plan out a startegy (which actually helped in our case)
Duration: 15 minutes

Round: Technical + HR Interview
Experience: Began on a lighter note with the usual HR question. They asked for my introduction followed by the question "Why AB Inbev?". Later they stopped suddenly and asked about my previous interviews for the day, asked me what I wanted to discuss in the interview.
Further, I was critically examined on my analytics intern (was asked quite a few questions on Machine Learning).
Later on I was given a case study where in I was supposed to increase the revenue of Big Bazaar by offering the discounts on items, and use analytics to find the target customers. They checked my approach towards the problem, and wanted me to actually think about the problem from the perspective of an owner as well as a customer.
Tips: Don't bluff and keep a smile on the face. They are friendly but you either need analytics on your resume or be an awesome case study solver. Learn about the company in detail. They admire this a lot.

Round: HR Interview
Experience: The final shortlisted candidates were called in pairs of two. The entire team interviewed us. They knew that I already 2 job offers and wanted me to make them believe about me not rejecting their offer.
Tips: Be natural and answer with a smile. A smile goes a long way.

Skills: Problem Solving Skills, Inter person communication skills, Anlatyical skills
College Name: IIT Madras

I applied via campus placement at Indian Institute of Technology (IIT), Chennai and was interviewed in Dec 2016. There were 6 interview rounds.

Interview Questionnaire 

2 Questions

  • Q1. Had to explain my internship project with at Capital One at full Length. After That had a Couple of Case Studies based on market entry and Pricing
  • Q2. HR questions, Dream companies, why analytics? All the questions timed for approximate of 30 secs

Interview Preparation Tips

Round: Test
Experience: Basic Preparation for Cat Quantitative section will do. Avoid Mistakes
Duration: 1 hour
Total Questions: 50

Round: Group Discussion
Experience: Be Enthusiastic. Good points is an advantage but enthusiasm is a necessity.
Tips: Have a word with the group beforehand to fix the GD topic beforehand.
Duration: 10 minutes

Round: Case Study Interview
Experience: Practicing Consulting type cases will be helpful. To the structure of the case you need to add an analytics touch. For example instead of asking for predicted data for the coming year, say that i will model the history and make predictions for the coming year. I hope the difference is clear.
Tips: Practice cases. Victor cheng. Show Analytics wherever possible. Also as mentioned in GD, Enthusiasm is a necessity. Show enthusiasm by body language.

Round: Stress Interview
Experience: It was not the usual stress round. It had 2 potential candidates sitting together for this round vs the 4 from the interview panel. Cross questioning was a task as well. For example I was asked to come up with one question that would stump the other candidate. While the other candidate had to answer within a given time frame.
Tips: be prepared for HR questions. There will be no time to think at that particular moment. Again, cant stress it enough. Enthusiasm.

College Name: IIT Madras

AB InBev India interview questions for designations

 Data Scientist

 (7)

 Jr. Data Scientist

 (4)

 Data Scientist Intern

 (1)

 Senior Data Scientist

 (1)

 Data Analyst Intern

 (1)

 Senior Data Analyst

 (1)

 Lead Data Engineer

 (1)

 Data Science Lead

 (1)

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

AB InBev India Interview FAQs

How many rounds are there in AB InBev India Associate Data Scientist interview?
AB InBev India interview process usually has 4 rounds. The most common rounds in the AB InBev India interview process are Resume Shortlist, Technical and Case Study.

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AB InBev India Associate Data Scientist Salary
based on 25 salaries
₹13.3 L/yr - ₹22 L/yr
84% more than the average Associate Data Scientist Salary in India
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AB InBev India Associate Data Scientist Reviews and Ratings

based on 8 reviews

3.1/5

Rating in categories

3.0

Skill development

2.7

Work-Life balance

3.5

Salary & Benefits

4.1

Job Security

3.0

Company culture

2.8

Promotions/Appraisal

2.9

Work Satisfaction

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