Personalized Job Recommendation System using Collaborative Filtering

Photo by Andrew Neel on Unsplash

What is a Job Recommendation System?

Top Keywords for Recommendation Systems (credit: Science Direct)
Recommending food items to customers based on what they buy


Our Methodology

Data Pre-processing

Flow Chart for Data Pre-processing and Metadata creation
Meta-Data (Jobs as Rows and Skills required as columns)


Measuring Similarities between skill vectors

Top Recommendation methods

Results and Analysis

Results table for performance of all the 4 models

Future Work



Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store