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ABCDEF Data Scientist Interview Questions and Answers

Updated 16 Dec 2023

ABCDEF Data Scientist Interview Experiences

1 interview found

Interview experience
1
Bad
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
-

I applied via Approached by Company and was interviewed in Nov 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 - Coding Test 

They asked to remove duplicates from an array in O(n) time and O(1) space

Round 3 - Technical 

(1 Question)

  • Q1. Questions about Transforrmers
Round 4 - Technical 

(1 Question)

  • Q1. No general question, a vague problem was provided without any data for the same. The whole conversation was solving a problem given no information. I was shown a website ans asked to recommend users next ...

Interview Preparation Tips

Interview preparation tips for other job seekers - If you’re okay with a long frustrating interview process, do apply.

Top trending discussions

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Interview Tips & Stories
1w (edited)
a team lead
Why are women still asked such personal questions in interview?
I recently went for an interview… and honestly, m still trying to process what just happened. Instead of being asked about my skills, experience, or how I could add value to the company… the questions took a totally unexpected turn. The interviewer started asking things like When are you getting married? Are you engaged? And m sure, if I had said I was married, the next question would’ve been How long have you been married? What does my personal life have to do with the job m applying for? This is where I felt the gender discrimination hit hard. These types of questions are so casually thrown at women during interviews but are they ever asked to men? No one asks male candidates if they’re planning a wedding or how old their kids are. So why is it okay to ask women? Can we please stop normalising this kind of behaviour in interviews? Our careers shouldn’t be judged by our relationship status. Period.
Got a question about ABCDEF?
Ask anonymously on communities.

Interview questions from similar companies

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

I appeared for an interview before May 2023.

Round 1 - Technical 

(1 Question)

  • Q1. Questions about projects in resume- NLP, ML, Deep learning

Interview Preparation Tips

Interview preparation tips for other job seekers - Questions in depth about an NLP project in my resume- libraries used, why chose a particular model

Data Scientist Interview Questions Asked at Other Companies

Q1. for a data with 1000 samples and 700 dimensions, how would you fi ... read more
Q2. Special Sum of Array Problem Statement Given an array 'arr' conta ... read more
asked in Affine
Q3. You have a pandas dataframe with three columns filled with state ... read more
asked in Walmart
Q4. Describe the data you would analyze to solve cost and revenue opt ... read more
Q5. Clone a Linked List with Random Pointers Given a linked list wher ... read more
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(2 Questions)

  • Q1. Basic questions on our previous work experince
  • Q2. What are the charters you have worked on
Round 2 - One-on-one 

(1 Question)

  • Q1. Some technical questions on excel and sql

Interview Preparation Tips

Interview preparation tips for other job seekers - Interview is pretty easy
Interview experience
1
Bad
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
Selected Selected

I applied via Instahyre and was interviewed before Nov 2022. There were 5 interview rounds.

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Be truthful in your resume. It is very easy to catch false or lies during the interview by asking basic questions.
View all tips
Round 2 - Coding Test 

Sql Coding round questions were asked

Round 3 - Technical 

(1 Question)

  • Q1. SQL coding round
Round 4 - Technical 

(1 Question)

  • Q1. Sql Coding round
Round 5 - HR 

(1 Question)

  • Q1. Basic questions salary expectations

Interview Preparation Tips

Interview preparation tips for other job seekers - Pls don’t join this company until it’s a last option
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
-
Result
Selected Selected
Round 1 - Coding Test 

Questions on string arrays

I applied via Referral and was interviewed before Sep 2021. 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 - Coding Test 

Basic of array questions like sliding window maximum

Round 3 - Technical 

(2 Questions)

  • Q1. Oops Dbms Sql Project Technoloy used in project
  • Ans. 

    The question is asking about the candidate's experience with Oops, DBMS, SQL, and technology used in a project.

    • Explain the candidate's experience with Oops concepts

    • Ask about their experience with different DBMS systems like MySQL, Oracle, etc.

    • Inquire about their proficiency in SQL and its various commands

    • Ask about a project they have worked on and the technology stack used in it

  • Answered by AI
  • Q2. Cloud computing , computer network , os

Interview Preparation Tips

Interview preparation tips for other job seekers - Make your basic strong and keep coding also do practicing aptitude side by side

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(1 Question)

  • Q1. About yourself and data science
Are these interview questions helpful?

I applied via Recruitment Consulltant and was interviewed before Aug 2021. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. Difference between CNN and MLP
  • Ans. 

    CNN is used for image recognition while MLP is used for general classification tasks.

    • CNN uses convolutional layers to extract features from images while MLP uses fully connected layers.

    • CNN is better suited for tasks that require spatial understanding like object detection while MLP is better for tabular data.

    • CNN has fewer parameters than MLP due to weight sharing in convolutional layers.

    • CNN can handle input of varying ...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Brush up basic statistics . Also prepare atleast 2 , 3 ML algorithms for the interview.

Skills evaluated in this interview

I applied via Company Website and was interviewed before May 2021. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. Basics of regression, bias variance

Interview Preparation Tips

Topics to prepare for GE Healthcare Data Scientist interview:
  • python
Interview preparation tips for other job seekers - ML basics. Some insight into past projects

I applied via Naukri.com and was interviewed before Oct 2020. There were 3 interview rounds.

Interview Questionnaire 

2 Questions

  • Q1. 1) Model building process of one of my previous projects 2) Random forest hyperparameters 3) ROC curve, using the ROC curve to set probability cutoffs in classication models 4) Gradient boosting techniques...
  • Ans. 

    Data Scientist interview questions on model building, random forest, ROC curve, gradient boosting, and real estate valuation

    • For model building, I followed the CRISP-DM process and used various algorithms like logistic regression, decision trees, and random forest

    • Random forest hyperparameters include number of trees, maximum depth, minimum samples split, and minimum samples leaf

    • ROC curve is a graphical representation of...

  • Answered by AI
  • Q2. 1) Model building process of one of my previous projects 2) Random forest hyperparameters 3) ROC curve, using the ROC curve to set probability cutoffs in classication models 4) Gradient boosting techniques...
  • Ans. 

    Data Scientist interview questions on model building, hyperparameters, ROC curve, gradient boosting, and real estate valuation

    • For model building, I followed the CRISP-DM process and used various algorithms like logistic regression, decision trees, and random forests

    • Random forest hyperparameters include number of trees, maximum depth, and minimum samples for a leaf node

    • ROC curve is a graphical representation of the trad...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - My advice would be to search on Google regarding "100 data science interview questions" or something like it, and as you go through each question and its answer, just search the Wikipedia or Google for each concept for a little more depth. As for Python coding questions, most questions in such interviews are asked only about the Pandas library of Python. So try to study how to use Pandas to manipulate data. A good reference is the Python For Data Analysis book by Wes McKinney, whose free PDF is most probably available online on Google.

Skills evaluated in this interview

ABCDEF Interview FAQs

How many rounds are there in ABCDEF Data Scientist interview?
ABCDEF interview process usually has 4 rounds. The most common rounds in the ABCDEF interview process are Technical, Resume Shortlist and Coding Test.

Tell us how to improve this page.

Overall Interview Experience Rating

1/5

based on 1 interview experience

Difficulty level

Moderate 100%

Duration

4-6 weeks 100%
View more

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