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      Capital One

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      Data Scientist Interview

      Mar 22, 2022
      Anonymous Interview Candidate
      Arlington, VA

      Other Data Scientist Interview Reviews for Capital One

      Data Scientist Interview

      Feb 4, 2026
      Anonymous Interview Candidate
      Dallas, TX
      No offer
      Negative experience
      No offer
      Negative experience
      Difficult interview

      Application

      I applied online. The process took 7 weeks. I interviewed at Capital One (Arlington, VA) in Feb 2022

      Interview

      Had below rounds - Recruiter Screen Hiring Manager Screening Take home assignment - involves building models and data wrangling, visualizations and answering some questions. Even though it is not explicitly asked for, I think one should submit a powerpoint presentation along with Jupyter notebook. Virtual Onsite - Technical, Job fit, Statistics role play, case study Recruiters provided detailed information on each round to help prepare All interviewers were nice and friendly

      Interview questions [1]

      Question 1

      Some technical questions were kind of vague and interviewer was having a hard time articulating them and I was having a hard time understanding what they was asking. They were more focused on the engineering portion. Not so much on modeling. They tried to cover all aspects of building and deploying a model. For the Case study round, expectations were a little confusing as they had a word document displayed on zoom with some numbers and were updating it while we were discussing and there were points when I wasn't sure if they are waiting for me to say something or are they working on updating it so I should wait for instructions. During statistics role play, you will be given some time to review a slide with numbers and charts pertaining to a particular business problem and then explain insights, recommendations, how will you do it differently. Again here, it is up to you to time the whole process. The interviewer asked very few questions and mostly listened and kept their video off while I was reviewing the slides. I think I was average on all rounds. You would need a strong understanding of data engineering, solving case studies and above average statistics knowledge to succeed.
      Answer question
      13
      Difficult interview

      Application

      I applied through an employee referral. I interviewed at Capital One (Dallas, TX) in Jan 2026

      Interview

      I had an interview with the hiring manager, and she started to ask about my CV and went through the details of each project, and also asked additional questions about each project, what would happen if we do this or that

      Interview questions [1]

      Question 1

      She asked about RAG in LLM
      Answer question

      Data Scientist Interview

      Dec 9, 2025
      Anonymous Interview Candidate
      No offer
      Negative experience
      Average interview

      Application

      I interviewed at Capital One

      Interview

      The recruiter call me and after a 30 min meeting with HR they set me up for interview with the manager, but no one showed up and they never responded my email

      Interview questions [1]

      Question 1

      general question about my resume
      Answer question

      Data Scientist Interview

      Oct 26, 2025
      Anonymous employee
      Toronto
      Accepted offer
      Neutral experience
      Easy interview

      Application

      I interviewed at Capital One (Toronto)

      Interview

      Two technical rounds with case studies and coding + SQL. Coding was just LC easy level and SQL was a bit more challenging but being comfortable with all the key words should be good enough.

      Interview questions [1]

      Question 1

      Solve a case study + LC + SQL
      Answer question
      3