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AirBnB Data Scientist Interview Questions | Day 2

AirBnB Data Scientist Interview Questions
Company Name –Airbnb
Designation – Data Science
Salary – 15 to 22 LPA depending upon current CTC and graduation college
Interview Year – 2022
AirBnB Data Scientist Interview Questions

AirBnB Data Scientist Interview Questions
AirBnB Data Scientist Interview Questions

Following is a set of questions asked in the interview at AirBnB, we request you to attempt these questions

Round 1 -Technical Interview

Topics covered –Application Data science
Mode of interview –Meet
Duration – 90 Minutes
Level of Questions –Hard
Design a recommender system for Airbnb listings.
Which tables and indexes do you need in a SQL db to manage chat threads?
How would you measure the effectiveness of our operations team?
We see a dip in page views yesterday. How would you investigate what happened?

Round 2 -Technical Interview

Topics covered –Applied Machine Learning
Mode of interview –Meet
Duration – 90 Minutes
Level of Questions –Hard

If Airbnb wanted to open a new office, how would you determine how many meeting rooms to build into it?
How would you go about designing a metric for customer service calls?
What would happen if you were to include another X in your regression model?
An important metric goes down, how would you dig into the causes?

Round 3 –Technical Interview
Topics-Machine Learning
Mode of Interview- Meet
Duration 1 hour
Level of questions- Medium

A few questions from this round:
How does boosting work
What are the different error metrics employed in machine learning?

How would you normalize data ?

What is an ROC curve?

Round 4 – Hiring Manager Round
Topics covered: Resume
Mode: Hangout
Duration –1 hours
Level of Questions – Medium

A few questions below from this round:

Tell me about a time when you faced a challenge, how did you overcome it.

How have you made someone outside your immediate social circle feel that they belong?”.

The Data Monk Interview Books – Don’t Miss

Now we are also available on our website where you can directly download the PDF of the topic you are interested in. On Amazon, each book costs ~299, on our website we have put it at a 60-80% discount. There are ~4000 solved interview questions prepared for you.

10 e-book bundle with 1400 interview questions spread across SQL, Python, Statistics, Case Studies, and Machine Learning Algorithms – Ideal for 0-3 years experienced candidates

23 E-book with ~2000 interview questions spread across AWS, SQL, Python, 10+ ML algorithms, MS Excel, and Case Studies – Complete Package for someone between 0 to 8 years of experience (The above 10 e-book bundle has a completely different set of e-books)

12 E-books for 12 Machine Learning algorithms with 1000+ interview questions – For those candidates who want to include any Machine Learning Algorithm in their resume and to learn/revise the important concepts. These 12 e-books are a part of the 23 e-book package

Individual 50+ e-books on separate topics

Important Resources to crack interviews (Mostly Free)

There are a few things that might be very useful for your preparation

The Data Monk Youtube channel – Here you will get only those videos that are asked in interviews with Data Analysts, Data Scientists, Machine Learning Engineers, Business Intelligence Engineers, Analytics managers, etc.
Go through the watchlist which makes you uncomfortable:-

All the list of 200 videos
Complete Python Playlist for Data Science
Company-wise Data Science Interview Questions – Must Watch
All important Machine Learning Algorithm with code in Python
Complete Python Numpy Playlist
Complete Python Pandas Playlist
SQL Complete Playlist
Case Study and Guesstimates Complete Playlist
Complete Playlist of Statistics

Keep Learning !!


About TheDataMonkGrand Master

I am the Co-Founder of The Data Monk. I have a total of 6+ years of analytics experience 3+ years at Mu Sigma 2 years at OYO 1 year and counting at The Data Monk I am an active trader and a logically sarcastic idiot :)

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