The interview process is long drawn with absolutely zero substance in it. There were a total of 3 rounds for me:- 1. Telephonic round - Technical but very easy 2. Webex round - Two rounds worth 1.5 hours. Anyone who has studied machine learning or worked on it for 2 years will crack the interview 3. 4 Face to Face rounds in their office in Bangalore. This included the final negotiation round with the HR Here is gist of what it is about:- - Technical rounds are extremely easy. - By the end of all rounds you are sure that the India Data Science team is doing nothing but POC's - The interviewers are not really seasoned. They don't know what they are asking. If you can write 10 lines of code, they are over the moon. Some of them might even tell you that there is not much work in Walmart Labs in India - The HR tends to give you an impression that they are doing great favor to you by making an offer. They will tell you that you are already making a lot in the current company and hence they can't give a big hike. In my case, the hike was well below the industry standard - Here is the good part about the company - Free snacks all day, the most amazing buffet in the town is served at lunch time (includes everything that you have ever eaten), Personal cab every day, Health club in the company premises is great - Here is how the offers are - There is a fixed component. There is variable component which is around 25% of the fixed. Additionally there are Walmart shares whose worth is twice the variable component. One is called new hire RSU. Other is normal RSU.They vest over 4 years. Since Walmart shares don't move much, here is your comp in a way X = Fixed 0.25 X = Variable 0.25 X + 0.25X = RSU which vest over 4 years Total = X + 0.25 X + (0.25X + 0.25X)/4 ~ 1.4X ~ 1.4*fixed component They should be able to offer you a good joining bonus as well as good relocation which includes brokerage of your new house. - Slow interview process - Every step takes atleast a week - Not worth working if you intend to grow your career - Atleast in India