Flipkart
Data Scientist
Practice for Data Scientist
Flipkart
Recruiter/Hiring Manager Screening
30 minutesInitial screening call to verify candidate's experience, skills, and interest in the role. Behavioral questions and a high-level technical discussion may occur .
5 minutesTell me about your experience with machine learning and data analysis, focusing on e-commerce or related fields.
5 minutesWhy are you interested in working at Flipkart as a Data Scientist?
5 minutesDescribe a challenging situation you faced in a previous project and how you overcame it.
All interviews are private and won't be shared with the recruiters.
Technical Virtual Interview
30 minutesIn-depth assessment of the candidate's technical skills, including machine learning concepts, mathematical understanding, and problem-solving abilities .
5 minutesExplain the difference between supervised and unsupervised learning. Provide examples of algorithms for each.
5 minutesHow would you approach a classification problem with imbalanced classes? What metrics would you use to evaluate the model's performance?
5 minutesDescribe a situation where you had to choose between two different machine learning models. What factors influenced your decision?
All interviews are private and won't be shared with the recruiters.
Data Science and Mathematical Modelling Discussion
30 minutesIn-depth discussion on the candidate's thought process and approach to solving real-world problems, with a focus on mathematical modeling and data science techniques .
5 minutesHow would you approach the problem of predicting customer churn for Flipkart? What data would you need, and what modeling techniques would you consider?
5 minutesDescribe a time when you had to translate a business problem into a data science problem. What challenges did you face, and how did you overcome them?
5 minutesExplain how you would design an A/B test to evaluate the effectiveness of a new product recommendation algorithm on Flipkart.
All interviews are private and won't be shared with the recruiters.
Team and Culture Fit Interview
30 minutesAssessment of the candidate's cultural fit within Flipkart, focusing on their aspirations, motivations, and alignment with the company's core values .
5 minutesWhat are your career aspirations, and how do you see this role at Flipkart helping you achieve them?
5 minutesDescribe a time when you had to work with a diverse team to achieve a common goal. What challenges did you face, and how did you overcome them?
5 minutesFlipkart values 'Customer-First,' 'Audacity,' 'Bias for Action,' 'Integrity,' and 'Inclusion.' Which of these values resonates most with you, and why?
All interviews are private and won't be shared with the recruiters.