---
tags:
- job-recommendation
- sklearn
license: mit
library_name: sklearn
---
# Job Recommendation Model

This repository contains a job recommendation model based on skills and majors.

## Usage

### Installation
Clone the repository:
```bash
git clone https://huggingface.co/{username}/{repo_name}
cd {repo_name}
```

### Run model
Change csv file path and run **"RECOMMENDATION MODEL"** part in **Job_Recommendation_System.ipynb** notebook

### Test recommeded system
In **TEST RECOMMENDED SYSTEM** part of **Job_Recommendation_System.ipynb** notebook, change **input_hard_skills, input_soft_skills, input_major** and run code to receive result

### API

To use this model, send a POST request to the inference API with the following JSON payload (change **input_hard_skills, input_soft_skills, input_major** for different results):

```json
{
  "input_hard_skills": "Business, Finance, Excel",
  "input_soft_skills": "Communication, Teamwork",
  "input_major": "Marketing"
}
 result