Job-transition-prediction

Our project has developed a tool to estimate how long employees will stay within a company. This tool may be useful for HR analytics and recruitment platforms since it may help predict employees' leave, improving the planning for hiring and keeping employees.

Run instructions

1. Open the notebooks on Databricks platform
2. (Optional) Run the project - preprocessing notebook, in which the dataset is created
3. (Optional) Run the project - features analysis notebook, in which the dataset is imputed
4. Run the project - model notebook, in which baselines and xgboost model are trained
5. Run the project - NN notebook, in which the FC network is trained