HR Analytics startup app
To create an web service for searching of the open vacancies by some category or job title and by worker or company location. It should work by the following way:
- a user upload his CV in .doc/.docx/.pdf or .txt formats or he transfers his LinkedIn profile data;
- the service should find the closest to the user CV open vacancies based on machine learning algorithms and display this vacancies list;
- the user may also select the preferable working location/region and any activity sector from drop-down list.
We've built a web scraper to scrape vacancies from popular job portals, built the database architecture which contains connection between users CV and scraped vacancies, converted data from upload CV files (in doc, .docx and .pdf format) to .txt and transferred converted and cleaned CV data to the server with installed ML algorithm for finding the appropriate vacancies and their displaying on the web page.