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AI Variant Data Science Interview Questions and Answers

Updated 26 Apr 2024

AI Variant Data Science Interview Experiences

1 interview found

Data Science Interview Questions & Answers

user image Anonymous

posted on 26 Apr 2024

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Naukri.com and was interviewed in Mar 2024. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Stats ML Supervised Unsupervised
  • Q2. What is central limit theorem
  • Ans. 

    Central Limit Theorem states that the sampling distribution of the sample mean approaches a normal distribution as the sample size increases.

    • The theorem states that regardless of the shape of the population distribution, the sampling distribution of the sample mean will be approximately normally distributed.

    • It is a fundamental concept in statistics and is used in hypothesis testing and confidence intervals.

    • For example,...

  • Answered by AI

Top trending discussions

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Interview Tips & Stories
6d (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.
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Interview questions from similar companies

I applied via Campus Placement and was interviewed before Nov 2019. There were 4 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Basic coding questions

Interview Preparation Tips

Interview preparation tips for other job seekers - Be real, and just be confident with what ever knowledge you have, nobody expects you to know everything. Every company from freshers expect basic knowledge and an attitude for to learn new things.

Data Science Interview Questions Asked at Other Companies

Q1. What are Python’s key features? Explain list vs. tuple vs. set vs ... read more
Q2. What is the Central Limit Theorem? Explain p-value and its import ... read more
Q3. If your model’s accuracy drops in production, how would you troub ... read more
Q4. What are the differences between a list and a tuple?
Q5. What are data structures?

I applied via Walk-in and was interviewed in Sep 2020. There was 1 interview round.

Interview Questionnaire 

2 Questions

  • Q1. Aptitude question
  • Q2. Interview panalam questions

Interview Preparation Tips

Interview preparation tips for other job seekers - How many rounds of interview and aptitude questions models

Interview Questionnaire 

1 Question

  • Q1. For how long you want to stay?

I applied via Naukri.com and was interviewed in Dec 2020. There were 5 interview rounds.

Interview Questionnaire 

3 Questions

  • Q1. What is our opinion About company
  • Ans. 

    The company stands out for its innovative approach and commitment to data-driven decision-making, fostering growth and efficiency.

    • Strong emphasis on data integrity and accuracy, ensuring reliable insights.

    • Innovative use of technology, such as AI and machine learning, to enhance data analysis.

    • Collaborative culture that encourages knowledge sharing among team members.

    • Commitment to continuous learning and professional dev...

  • Answered by AI
  • Q2. What is ur opinion indian economy
  • Q3. How to increase india economy
  • Ans. 

    To increase India's economy, focus on infrastructure development, education, and promoting entrepreneurship.

    • Invest in infrastructure development to improve connectivity and transportation

    • Promote education and skill development to create a more skilled workforce

    • Encourage entrepreneurship and innovation to create more job opportunities

    • Increase foreign investment and trade to boost the economy

    • Reduce corruption and bureauc...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Don't fear, be free, say all the answers to all the questions

I applied via Company Website and was interviewed before Nov 2021. 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 

Game Based Aptitude Test + Logical Reasoning

Round 3 - Technical 

(1 Question)

  • Q1. Asked about projects
Round 4 - HR 

(2 Questions)

  • Q1. Open to relocate to other locations?
  • Q2. Open to work in any shifts?

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare basic aptitude for freshers and know about your projects

I applied via Campus Placement and was interviewed before May 2021. There were 2 interview rounds.

Round 1 - Group Discussion 

General topics

Round 2 - One-on-one 

(1 Question)

  • Q1. Some analytical questions were asked

Interview Preparation Tips

Interview preparation tips for other job seekers - Be confident. Tell them if you don't know a certain answer.
Are these interview questions helpful?

I applied via Naukri.com and was interviewed before Apr 2020. There were 5 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Basic questions only ... regarding job and experience

Interview Preparation Tips

Interview preparation tips for other job seekers - Be confident ... always say the truth ... never try to fake your details

I applied via Job Portal and was interviewed before Sep 2020. There were 3 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. What is data analyst role means

Interview Preparation Tips

Interview preparation tips for other job seekers - What is data analyst

Analyst Interview Questions & Answers

Accenture user image Abhijit Kundu

posted on 24 Jan 2022

I applied via Walk-in and was interviewed before Jan 2021. There were 6 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. 1) Email writing + Communication test + Excel test + Resume work experience with break explanation

Interview Preparation Tips

Interview preparation tips for other job seekers - It was good from my side and interview was easy.

AI Variant Interview FAQs

How many rounds are there in AI Variant Data Science interview?
AI Variant interview process usually has 1 rounds. The most common rounds in the AI Variant interview process are One-on-one Round.
What are the top questions asked in AI Variant Data Science interview?

Some of the top questions asked at the AI Variant Data Science interview -

  1. what is central limit theo...read more
  2. Stats ML Supervised Unsupervi...read more

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Overall Interview Experience Rating

3/5

based on 1 interview experience

Difficulty level

Moderate 100%

Duration

Less than 2 weeks 100%
View more

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AI Variant Data Science Salary
based on 9 salaries
₹1.4 L/yr - ₹4.4 L/yr
68% less than the average Data Science Salary in India
View more details

AI Variant Data Science Reviews and Ratings

based on 1 review

5.0/5

Rating in categories

5.0

Skill development

5.0

Work-life balance

5.0

Salary

5.0

Job security

5.0

Company culture

5.0

Promotions

5.0

Work satisfaction

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