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---
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 |