Overview#
I recently was having discussions with junior engineers about salary expectations for Software Development Engineers (SDEs) in India, especially how it changes with years of experience. Inspired by The Pragmatic Engineer and @deedydas’ tweet, I decided to examine a dataset of Indian salaries.
My goal was to parse the data, clean it, cluster salary ranges by experience, and visualize how salaries distribute across different “tiers” of companies.
Methodology#
Data Collection