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      CARFAX

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      Machine Learning Co-op Interview

      Nov 27, 2024
      Anonymous employee
      London, ON
      Accepted offer
      Positive experience
      Average interview

      Application

      I applied through college or university. The process took 4 weeks. I interviewed at CARFAX (London, ON) in Nov 2024

      Interview

      The interview process took 3-4 weeks, starting with a phone screen call with HR, a 30-minute chat with the team manager, and finally a 60-minute technical round (theory+live coding) with 2 team members. The interview process was very smooth, and the recruiting coordinator was very responsive and answered all of the queries in time. The chat with the manager was more like a conversation with a mix of behavioral and technical questions. The final round consisted of technical questions related to the role and the things mentioned in the resume.

      Interview questions [2]

      Question 1

      Q. Behavioural questions about dealing with specific situations in past roles.
      1 Answer

      Question 2

      Q. Technical questions can involve definitions, explaining architectures and algorithms, and how to solve specific problems in ML (overfitting, imbalanced data, etc.).
      1 Answer


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      CARFAX interviews FAQs

      • Machine Learning Co-op applicants have rated the interview process at CARFAX with 3 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 73.3% positive. This is according to Glassdoor user ratings.
      • Candidates applying for Machine Learning Co-op roles take an average of 28 days to get hired, when considering 1 user submitted interviews for this role. To compare, the hiring process at CARFAX overall takes an average of 22 days.
      • Common stages of the interview process at CARFAX as a Machine Learning Co-op according to 1 Glassdoor interviews include:

        Background check:  20%

        Group panel interview:  20%

        Phone interview:  20%

        One on one interview:  20%

        Skills test:  20%

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