Inspired by this article "How Much Do Data Scientists Make?" on Medium, I decided to take the same data and do some analysis to answer additional questions I'm curious about. The source is H1B data published by U.S. government and numbers are base salaries reported in H1b application.
- Snapshot: Data Science Salaries by Job Families (DS, DA, DE, ML)
- The story of "FANNG"
- 00_data_check.ipynb - initial data cleanning
- 01_data_jobs_categorization.ipynb - include all data related job families
- 02_data_jobs_categorization.ipynb - combine
01and02to produce the clean datasetdata.csv - 03_snapshot.ipynb A snapshot of the current job market and 5 years trend
- 03_FANNY_club.ipynb -
