Intelligent Job Matching System

This project is a backend system for an intelligent job matching application. It is built using Flask and MongoDB , to facilitate the matching of job seekers with job postings. This project includes features such as managing job seekers, job postings, applications, and skill sets.

Project Structure

The project structure is organized as follows:

intelligent_job_matching_system/
│
├── app/
│   ├── __init__.py
│   ├── models/
│   │   ├── __init__.py
│   │   ├── job_seeker.py
│   │   ├── job_posting.py
│   │   ├── application.py
│   │   └── skill_set.py
│   ├── routes/
│   │   ├── __init__.py
│   │   ├── job_seeker_routes.py
│   │   ├── job_posting_routes.py
│   │   ├── application_routes.py
│   │   └── skill_set_routes.py
│   └── main.py
│
├── config/
│   ├── __init__.py
│   ├── config.py
│   └── database.py
│
├── tests/
│   ├── __init__.py
│   ├── test_job_seeker.py
│   ├── test_job_posting.py
│   ├── test_application.py
│   └── test_skill_set.py
│
├── requirements.txt
├── README.md
├── .gitignore
└── run.py

Project Structure

• app/: Contains the main application code.
  • __init__.py: Initializes the Flask application.
  • models/: Defines data models.
  • routes/: Defines API routes for CRUD operations.
  • main.py: Entry point for running the Flask application.
• config/: Configuration files.
  • __init__.py: Empty file.
  • config.py: General configuration settings.
  • database.py: MongoDB configuration settings.
• tests/: Unit tests for different components of the application.
• requirements.txt: Lists project dependencies.
• README.md: Project documentation.
• .gitignore: Specifies files and directories to be ignored by version control.
• run.py: Script to run the Flask application.

ERDiagram

+----------------------+        +----------------------+       
|   JobSeeker          |        |   JobPosting         |       
+----------------------+        +----------------------+       
| id: ObjectId         |        | id: ObjectId         |       
| name: String         |        | job_title: String    |       
| status: Boolean      |        | status: String       |       
| skills: String       |        | start_date: DateTime |       
| experience: Enum     |        | end_date: DateTime   |
| bio: String          |        | hiring_manager: Ref  |
| availability:DateTime|        | skill_sets: [Ref]    |
+----------------------+        +----------------------+


+----------------------+        +-----------------+
|   SkillSet           |        |  Application    |
+----------------------+        +-----------------+ 
| id: ObjectId         |        | id: ObjectId    |
| name: String         |        | status: String  |
| job_postings:[Ref]   |        | job_posting: Ref|
+----------------------+        +-----------------+

Setup and Run

1. clone github: https://github.com/SakthivelMadhu/Job_Matching_System.git
2. Create and activate a virtual environment: python -m venv venv, .\venv\Scripts\activate
3. Install dependencies: pip install -r requirements.txt
4. Run the application: python run.py

API Endpoints

• Job Seekers: /api/job_seekers
• Job Postings: /api/job_postings
• Applications: /api/applications
• Skill Sets: /api/skill_sets

Testing

To run tests, use the following command:

python -m unittest discover -s tests -p 'test_*.py'

MongoDB Connections

MongoDB is used as the database backend in this system. The connection string can be found in the config/database.py file.

API Endpoints

Job Seekers

• GET /job_seekers: Get all job seekers.
• GET /job_seekers/<job_seeker_id>: Get a specific job seeker.
• POST /job_seekers: Create a new job seeker.
• PUT /job_seekers/<job_seeker_id>: Update a job seeker.
• DELETE /job_seekers/<job_seeker_id>: Delete a job seeker.

Skill Sets

• GET /skill_sets: Get all skill sets.
• GET /skill_sets/<skill_set_id>: Get a specific skill set.
• POST /skill_sets: Create a new skill set.
• PUT /skill_sets/<skill_set_id>: Update a skill set.
• DELETE /skill_sets/<skill_set_id>: Delete a skill set.

Job Postings

• GET /job_postings: Get all job postings.
• GET /job_postings/<job_posting_id>: Get a specific job posting.
• POST /job_postings: Create a new job posting.
• PUT /job_postings/<job_posting_id>: Update a job posting.
• DELETE /job_postings/<job_posting_id>: Delete a job posting.

Applications

• GET /applications: Get all applications.
• GET /applications/<application_id>: Get a specific application.
• POST /applications: Create a new application.
• PUT /applications/<application_id>: Update an application.
• DELETE /applications/<application_id>: Delete an application.