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Course Hero Data Scientist Interview Questions
& Process

Real candidates share what happened, how many rounds they had,
and how the experience turned out.

Based on 5 interview experiences · FREE TO READ

4.6 Rounds average
Average Typical difficulty
40% Positive experience

Candidate interview experiences

First-hand accounts from people who interviewed at Course Hero.

Showing 3 of 5
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Data Scientist

Analytics · more than a year ago

Staff Difficult Positive experience Decline offer 5 rounds
Interview process
Recruiter call Phone screen Technical screen Onsite Background check Offer
Interview formats
Behavioral Technical Coding System Design

I really enjoyed the overall interview process and it is very well thought. All the discussions are related to the role and very close to what a data scientist does day to day. There were total 4 rounds and 1 screening round. Final discussion was with the recruitment team.

Confirmed questions1 question
  • Can you describe your previous work experience and how you've tackled problems within those contexts?
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Course Hero

Data Scientist

Analytics · more than a year ago

Senior Average Negative experience No offer 10 rounds
Interview process
Recruiter call Phone screen Technical screen Onsite
Interview formats
Technical Coding System Design Behavioral

This was one of the worst interviews I've been to. The interview process really shows their culture. It involved 10 rounds, which felt very unprofessional and was a really long process.

Confirmed questions2 questions
  • Tell me about how you would build an ML model.
  • Can you explain your approach to A/B testing?
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Course Hero

Data Scientist

Analytics · more than a year ago

Senior Average Negative experience No offer 2 rounds
Interview process
Recruiter call Onsite
Interview formats
Technical Coding Behavioral

This was a pretty bad interview process. The recruiter missed the first virtual screening interview and only got in touch 40 minutes late. Despite this bad start, I got to the final onsite stage. During the onsite, they talked a lot about the company culture, but I never got any feedback on my performance, even though I spent all day interviewing. I think this is disrespectful, especially since they talked so much about their values.

Confirmed questions1 question
  • Could you implement the k-means algorithm from scratch in your preferred programming language?

Course Hero Data Scientist Interview Questions

Quoted word for word from Course Hero interview reports.

Could you implement the k-means algorithm from scratch in your preferred programming language?

Read reports

How would you brainstorm features for a predictive model and what's your approach to feature selection?

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Can you tell me about a past project and answer some follow-up questions?

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Can you describe your previous work experience and how you've tackled problems within those contexts?

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Formats, difficulty and experience

Across all 5 Course Hero interview reports.

Interview formats

Technical 33.3%
Behavioral 26.7%
Coding 26.7%
System Design 13.3%

Interview difficulty

Easy 0%
Average 60%
Difficult 40%

Candidate experience

Positive 40%
Negative 60%