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Spotify Data Scientist Interview Questions and Answers

Updated 14 Jan 2025

Spotify Data Scientist Interview Experiences

1 interview found

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - HR 

(2 Questions)

  • Q1. Introduce yourself and your background
  • Ans. 

    I am a data scientist with a background in statistics and machine learning.

    • Masters degree in Statistics

    • Experience with Python, R, and SQL

    • Worked on projects involving predictive modeling and data visualization

  • Answered by AI
  • Q2. Tell us about your technical background
  • Ans. 

    I have a strong technical background in data science, machine learning, and programming.

    • Master's degree in Data Science from XYZ University

    • Proficient in Python, R, and SQL for data analysis and modeling

    • Experience with machine learning algorithms such as regression, classification, and clustering

    • Worked on projects involving natural language processing and computer vision

  • Answered by AI

Interview questions from similar companies

Interview Preparation Tips

Round: Resume Shortlist
Tips: Not in your hands. Just try to make as good a resume as you can.

Round: Puzzle Interview
Experience: Very common puzzle questions. Had a good chat with the interviewer.
Tips: Make sure you make the interviewer aware of your thought process while solving a problem.

Round: HR Interview
Experience: Again, common questions like why this company? What's the plan 2 years down the line?
Tips: Speak the truth. Never make up anything. Ask questions about your profile.

General Tips: Don't worry about it. Its a great learning experience. Let this learning be accompanied by joy.
Skills: Calmness, Aptitude, Attitude
College Name: Indian Institute of Technology, Bombay
Motivation: Startup environment backed by one of country's biggest corporate house ensures lots of responsibilities and a steep learning curve along with great money.
Funny Moments: The whole puzzle interview was fun.
Interview experience
4
Good
Difficulty level
Hard
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Campus Placement and was interviewed before Feb 2023. There were 2 interview rounds.

Round 1 - Coding Test 

Leetcode hard level coding with 4-5 questions

Round 2 - Technical 

(1 Question)

  • Q1. Machine Learning algorithms, Statistics, NLP

Interview Preparation Tips

Interview preparation tips for other job seekers - Study Machine Learning, NLP, Deep Learning. Learn about Generative AI, LLM, Prompt Engineering.
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
Selected Selected

I applied via Campus Placement and was interviewed in Nov 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 Resume tips
Round 2 - Technical 

(4 Questions)

  • Q1. 1. First question was, from my project asked me that explain one project.
  • Ans. I have done three project, out of this three project one project was movie recommendation syatem. That i was explained. Then some counter question from project like how did you convert text to numerical, which technique you used here. I able to give all questions answer from project.
  • Answered by adventurouseggnog
  • Q2. 2. After they asked me, what is your subject preference?
  • Ans. My subject preference was NLP, Deep Learning, ML. Afrer that asked some question from NLP like what is term document matrix, tf-idf, word embedding, Gradient descent, why we have to change learning rate after every epoch, how lr change, precision recall.
  • Answered by adventurouseggnog
  • Q3. 3. My one projcet was sentimental analysis that was by LSTM model. So, next question was explain how LSTM model work and architecture .
  • Ans. Then I was explained workin flow of LST model and architecture. Then asked me did you know bidireectional LSTM. I said yes, then explained.
  • Answered by adventurouseggnog
  • Q4. 4. One question was from sql. what is the condition for primary key? last question one case business case study. this is all about my interview. My interview was 50 min and selected for HR round.
Round 3 - HR 

(1 Question)

  • Q1. Phone call round, just asked me are you interested to come here.
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
-

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

Round 1 - Coding Test 

SQL coding. Needed to solve 7 questions in 30 mins. The questions at the beginning were easier, and then they became really intense at the end. The last question involved created 4 CTEs and then joining them to derive the answer.

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via LinkedIn and was interviewed in Oct 2024. There was 1 interview round.

Round 1 - Technical 

(2 Questions)

  • Q1. Find 3rd transaction of user from uber cab dataset
  • Ans. 

    To find the 3rd transaction of a user from the Uber cab dataset.

    • Identify the user's transactions in the dataset

    • Sort the transactions by date/time

    • Select the 3rd transaction of the user

  • Answered by AI
  • Q2. Find last quarter ordered product from logistics dataset
  • Ans. 

    To find the last quarter ordered product from logistics dataset.

    • Identify the date range for the last quarter

    • Filter the dataset for orders within that date range

    • Identify the product ordered in the last quarter

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Asked more question involved with cte, window function, subqueries
Interview experience
4
Good
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
No response

I applied via Naukri.com and was interviewed in Apr 2024. There were 3 interview rounds.

Round 1 - Group Discussion 

Basic knowledge of the candidates

Round 2 - Coding Test 

Program out put and input question

Round 3 - Case Study 

Giveing a situation and ask for the results

Interview Preparation Tips

Interview preparation tips for other job seekers - Be kind , humble, honest and do your best

I applied via LinkedIn and was interviewed in Mar 2021. There were 4 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Algo & Spark (SQL)

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare for SQL, Spark, DSA & system design.
Interview experience
1
Bad
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Approached by Company and was interviewed before Aug 2023. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. Kubernetes and Docker

I applied via Campus Placement and was interviewed before Sep 2020. There were 3 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Nothing much technical

Interview Preparation Tips

Interview preparation tips for other job seekers - 1. Go in formals
2. Fluency in English is important (depends on interview panel)
3. Clarity on what your talking about
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Spotify Interview FAQs

How many rounds are there in Spotify Data Scientist interview?
Spotify interview process usually has 1 rounds. The most common rounds in the Spotify interview process are HR.
How to prepare for Spotify 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 Spotify. The most common topics and skills that interviewers at Spotify expect are Business Analytics, Business Strategy, Computer Science, GCP and Growth Strategy.

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Spotify Data Scientist Interview Process

based on 1 interview

Interview experience

5
  
Excellent
View more

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