by Kashyap Raibagi

This report is the third annual list of the 'Top 50 Firms in India for Data Scientists To Work For' published by Analytics India Magazine (AIM). This report aims to rank firms based on how well suited a company's policies are for their employees. For 2021, AIM has expanded the scope by including a wider set of firms. We surveyed hundreds of employers in India to glean their insights on how they have created an exemplary work environment for data scientists. 

We listed five parameters to compute the ranking of these firms -- Learning & Support, Productivity & Engagement, Benefits & Well-being, Rewarding Excellence and Diversity & Inclusion.

The Productivity & Engagement sub-index for a firm was scored based on the companies' attrition rate, the average tenure of data scientists, growth in the data science team, absenteeism, 90-day failure rate, and the percentage of internal referrals.


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