Quantifind Data Scientist Interview Questions
& Process
Real candidates share what happened, how many rounds they had,
and how the experience turned out.
Based on 10 interview experiences · FREE TO READ
Candidate interview experiences
First-hand accounts from people who interviewed at Quantifind.
Quantifind
Data Scientist
Entry Average Neutral experience No offer 2 rounds
Interview process
Recruiter call Technical screen Technical screen
Interview formats
Case Coding Technical
The recruiter mentioned the first interview would cover ML and NLP with IDE coding, but it turned out to be a case study without any coding. The second round had two parts: a LeetCode problem about merging intervals and a non-DSA question where I had to write pseudocode. I had a great time with the interviewers, but the recruiter was hard to reach and seemed unprofessional. After the last interview, the recruiter went silent, and I only got an automated rejection after I reached out.
Confirmed questions3 questions
- Can you explain how you would design and implement a system to filter out non-negative news articles from a large corpus, given that clients are looking for insights on negative news?
- Solve the LeetCode problem involving merged intervals.
- Provide pseudocode for a problem that doesn't involve data structures or algorithms.
Quantifind
Data Scientist
Mid Average Positive experience No offer 3 rounds
Interview process
Recruiter call Background check Technical screen Onsite
Interview formats
Behavioral Technical Coding System Design
The recruiter reached out via email after I applied online. The first round of interview was behavioral + hr round. The second round was a System Design interview wherein I was asked to design a news article summarization / text summarization system from scratch. The last round was coding round with questions from Leetcode. 2 questions with medium level difficulty.
Confirmed questions2 questions
- Design a news article summarization / text summarization system from scratch.
- Hr questions to judge my collaboration skills and how well I fit into the team.
Quantifind
Data Scientist
Entry Average Positive experience Decline offer 5 rounds
Interview process
Recruiter call Technical screen Technical screen Technical screen Phone screen
Interview formats
Behavioral Coding Technical Case
It was a phone screen, then a behavioral part, followed by 3 technical interviews, and then a chat with the founder. The technical interviews were coding-focused, involving SQL (easy-medium) and implementing queries in Python. Another part tested ML knowledge through a case study. The recruiters were really nice and helpful the whole time, and the interviewers were cool and answered all my questions.
Confirmed questions1 question
- Imagine a restaurant is experiencing a drop in customers. If you were given Yelp reviews as text data, what steps would you take to help them improve their business?
Quantifind Data Scientist Interview Questions
Quoted word for word from Quantifind interview reports.
“Find all combinations of integers from a list that sum up to a specific target integer.”
Read reports →“Solve the LeetCode problem involving merged intervals.”
Read reports →“What specific numbers would you assign as thresholds for 'very common', 'common', 'rare', and 'very rare' name frequencies?”
Read reports →“What distribution would you say the frequency of first name + last name follows?”
Read reports →“Design a news article summarization / text summarization system from scratch.”
Read report →“Imagine a restaurant is experiencing a drop in customers. If you were given Yelp reviews as text data, what steps would you take to help them improve their business?”
Read report →“How about machine learning?”
Read report →“Were there any questions related to basic probability?”
Read report →“Could you elaborate on probability and statistics questions?”
Read report →Formats, difficulty and experience
Across all 10 Quantifind interview reports.