Matching Algorithm employer & job seeker

[harshitha-thota]

Just a Second Connector - Matching Algorithm Employer & Job Seeker

Objective

Develop an efficient algorithm to match job seekers with employers based on predefined criteria, enhancing employment opportunities for individuals associated with the Criminal Justice system.

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Tasks and Steps

1. Define Matching Criteria:

   • Figure out the most important factors for matching job seekers with employers (like skills, experience, and location).
   • Write down these factors and how important each one is.

2. Data Collection and Preparation:

   • Collect information from job seekers and employers from referral and employee registration forms.
   • Making sure the data is clean, accurate, and ready to use.

3. Algorithm Design:

   • Create a system that scores and ranks job seekers and employers based on the matching factors.
   • Make sure the system is fast and can handle a lot of data.

4. Algorithm Implementation:

   • Write the code for the matching system and connect it to the backend.
   • Test it with some sample data to see how well it works, and make improvements if needed.

5. Testing and Validation:

   • Test the individual parts and the whole system to make sure everything works correctly.
   • Try it out with real-world examples to see if it matches job seekers and employers effectively, and make adjustments if necessary.