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

Dataset

Our Methodology

Data Pre-processing

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

Vectorization

Measuring Similarities between skill vectors

Top Recommendation methods

Results and Analysis

Results table for performance of all the 4 models

Future Work

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