Web Scraping Job Postings

For details and code, please visit my Jupyter Notebook.

Analysis on Data Scientist jobs from Indeed

Objective

Scraping Indeed.com to prepare data.
Classification (SVM, Random Forests) to uncover factors that affect salary.
Classification (SVM, Random Forests) to find factors that distinguish job category.
Adjusting probability threshold to control False Positives and False Negatives.