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      Data Scientist Interview

      8 Oct 2024
      Anonymous interview candidate
      No offer
      Neutral experience
      Average interview

      Application

      I applied online. The process took 4 weeks. I interviewed at CVS Health in Jun 2024

      Interview

      The interview process begins with a review of your application documents by the recruitment team at CVS Health. During this initial screening round, recruiters assess whether your qualifications, experiences, and skills match the job requirements. First Technical Round If your qualifications match with job requirements, then you’ll be invited to the first technical round. This first round is normally conducted online, and the format is live coding. This means that you’ll get LeetCode-type of questions that will mostly test your programming and algorithmic skills. Second Technical Round Once you pass the first round, you’ll be invited to a second technical round with a team member from the analytics department. In this round, you’ll be presented with case study-type questions, which means they want to assess both your general problem-solving skills and your thought process when generating solutions. Third Technical Round In the third technical round, you’ll again have the interview with members from the analytics department. However, the interview questions in this round are catered toward data science and machine learning concepts, such as statistics, probability, A/B testing, bias and variance, overfitting and underfitting, etc. Fourth Technical Round This is the final interview round at CVS Health. In this round, you’ll have an interview with a panel of three people from the analytics department. The type of questions that you need to tackle are a mixture of the questions that you’ve seen in the previous rounds and behavioral questions. There’s also a coding question that you won’t have to fully code out, but will instead will explain the logic on how to solve the problem.

      Interview questions [1]

      Question 1

      How do you stay up to date with the latest trends and developments in data science?
      1 Answer
      1

      Other Data Scientist interview reviews for CVS Health

      Data Scientist Interview

      18 May 2026
      Anonymous interview candidate
      Declined offer
      Positive experience
      Difficult interview

      Application

      I interviewed at CVS Health

      Interview

      The phone screen was surprisingly in-depth, lasting about 40 minutes and focusing heavily on real-world applications of data science. We discussed model development, particularly for predicting hospital readmissions, which was quite challenging. I had just practiced a similar scenario on PracHub that mirrored this section almost flawlessly. Following this, I went through a technical round where I tackled questions on feature engineering and demographic fairness. Ultimately, I received an offer but decided to decline it after weighing my options.

      Interview questions [1]

      Question 1

      How would you build a model to predict 30-day hospital readmission risk for chronic patients? Walk through your feature engineering using claims and prescription data, model selection tradeoffs (logistic regression vs gradient boosting given explainability requirements for healthcare), how you'd handle class imbalance (around 10% readmission rate), and how you'd evaluate fairness across demographic groups before deployment.
      Answer question

      Data Scientist Interview

      16 Apr 2026
      Anonymous employee
      New York, NY
      Accepted offer
      Positive experience
      Average interview

      Application

      I interviewed at CVS Health (New York, NY)

      Interview

      Easy Chill, comfortable, wasnt difficult, more on health and pharmacy stuff, Interview was friednly and accommodating, overall i would say good experince, the process was smooth, But applied with out reffereal

      Data Scientist Interview

      2 Apr 2026
      Anonymous employee
      Accepted offer
      Positive experience
      Difficult interview

      Application

      I applied online. I interviewed at CVS Health in Mar 2026

      Interview

      Interestingly, the first round was with AVP, and he discussed many mathematical concepts.. The second and third rounds were on the same day, for coding and case study. One week later was VP interview with behaviors.