Meesho
Data Scientist
Practice for Data Scientist
Meesho
Initial Screening & Problem-Solving Aptitude
30 minutesThis round aims to quickly assess the candidate's foundational knowledge, problem-solving skills, and communication abilities. It's a blend of technical and behavioral questions to gauge overall fit.
5 minutesDescribe a time when you had to make a data-driven decision with limited information. What was your approach?
5 minutesExplain the difference between Type I and Type II errors in hypothesis testing. Can you give an example of how each might impact a business decision at Meesho?
5 minutesWalk me through a recent data science project you worked on, highlighting the problem, your approach, and the results.
All interviews are private and won't be shared with the recruiters.
Technical Deep Dive: Machine Learning & Modeling
30 minutesThis round assesses the candidate's in-depth knowledge of machine learning algorithms, model building, and evaluation techniques. Focus is on practical application and understanding of underlying principles.
5 minutesDescribe your experience with different machine learning algorithms (e.g., regression, classification, clustering). Which algorithms have you found most effective for e-commerce-related problems, and why?
5 minutesHow would you approach building a model to predict which resellers on Meesho will be most impacted by changes in our incentive structures?
5 minutesExplain how you would evaluate the performance of a recommendation system. What metrics would you use, and why?
All interviews are private and won't be shared with the recruiters.
Meesho-Specific: Product Sense & Business Acumen
30 minutesThis round focuses on assessing the candidate's understanding of Meesho's business model, their ability to apply data science to improve product usability, and their overall business acumen.
5 minutesHow would you use data to identify new growth opportunities for Meesho?
5 minutesMeesho is focused on empowering resellers. How can data science help resellers better recognize end-customer preferences to improve their revenue?
5 minutesHow would you design an A/B test to evaluate the impact of a new feature on Meesho's platform?
All interviews are private and won't be shared with the recruiters.