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Java-resume-analysis

Objective Of Project

An organization invests a lot of its time and resources in search of the potential candidates. This project will help to pace up resume screening process by sorting the candidates with respect to their experience and Skills.

Quick walkthrough

1) Collected raw resumes :

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2) Scraped Job discription from Indeed

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3) Parced Resumes in there relevent entities

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4) Parced Job Description

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5) Use both data and Score each resumes w.r.t Candidates experience and Skills

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Steps to execute the project:

  1. Install the packages mentioned in reqiurements.txt
  2. After clonning, open 'Resume analysis' goto -> python_codes -> scores.py. open it
  3. you will see variable 'user_path' with blank string, give the current folder path where 'Resume Analysis' resides e.g if myfull path is 'E:\akmal\Resume analysis' then user_path = 'E:\akmal\' after change save it.
  4. Place job discription in 'dis' folder
  5. Place all resumes in all resumes -> n ->
  6. Run the scores.py Which returns Stud dataframe containing scores

For analysis on java jobs visit this link

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Score java resumes for given java job discription

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