Long story short - Pathao had a opening for DS and the procedure for applying for this post was to send the resume with answers to the below mentioned questions. I was recently graduated and despite of knowing that there is no chance of taking me as an intern, it was worth taking the chance to give that a shot.
" Interested in Pathao? Please pro actively anticipate (or foresee) a few Pathao specific issues/problems that you believe you can address as a data scientist. These problems cannot include: (1) dynamic pricing: surge and boost modeling, (2) fraud detection, (3) user churn modeling and (4) rider-user dynamic matching.
Personal Question: Why do you want to work with Pathao?
Data science question: Please state the unique problem statement. Why do you think this is an interesting problem, in terms of Pathao as a business? How would you attack this problem? The attach approach: What techniques would you use? How would you communicate your findings with stake-holders? Please validate your previous answers, based on your prior experience and qualification? "