The challenge
Job searching involves a lot of repetitive clicking: searching, filtering out irrelevant postings and stepping through the same multi-page forms again and again.
The approach
Selenium orchestration scrapes postings, filters them against search criteria and ranks what remains before stepping through multi-step form flows. BeautifulSoup handles parsing and PyAutoGUI covers the steps a browser driver can’t reach.
- Posting filtersLocation, job type, experience and recency criteria.
- Job rankingPrioritize the most relevant postings first.
- Form orchestrationMulti-step application flows handled in sequence.
Pipeline
- 01DiscoverSearch and scrape postings
- 02FilterApply search criteria
- 03RankPrioritize opportunities
- 04ApplyHandle multi-step forms
