ojasviagarwal/tis_job_project

Job Recommendation By Skill Match

Project to to create a simple skill-keyword-based job recommendation engine, which match keywords from resume to job descriptions

Install

Install virtualenv virtualenv is a tool to create isolated Python projects. Think of it, as a cleanroom, isolated from other virsions of Python and libriries.

Enter this command into terminal

sudo pip install virtualenv

or if you get an error

sudo -H pip install virtualenv

Start virtualenv Navigate to where you want to store your code. Create new directory.

mkdir my_project && cd my_project

INSIDE my_project folder create a new virtualenv

virtualenv env

Activate virtualenv

source env/bin/activate

This project requires Python 3.0+ and the following Python libraries installed:

• NumPy - pip install numpy
• Pandas
• NLTK Stopwords
• Selenium
• PyPDF2
• pip install -r requirements.txt

Code

Code is provided in

• job_recommendation.py
• linkedin_scrapper.py
• skill_keyword_match.py
• web_scrapper.py

Run

In a terminal or command window, navigate to the top-level project directory TIS_Job_Project/ and run one of the following commands:

Search and match jobs in all cities: python indeed_job_recommendation.py

Search and match jobs in one city e.g. Vancouver,BC: python indeed_job_recommendation.py Vancouver,BC

When finishes successfully, it will say 'File of recommended jobs saved'.

Data

Data collected from TBD