Context
You work for a consultancy company that has been asked to quantify the extent to which job post descriptions mirror gender-based stereotypes — that is, they contain words that have a connotation in terms of gender. Your client is a governmental agency dealing with labor policy issues.
Expectations
You’re supposed to work with the Indeed Job Posting Dataset available in Kaggle to appreciate:
how/to what extent job descriptions show a gender stereotype
the extent to which the magnitude of the gender stereotype changes across job titles, ranks, sectors, and so on and so forth.