The saved model is trained using only the a subset of the entire training data for simplicity and keeping the saved model size manageable on Github.
Run pip install -r requirements.txt to install all relevent packages.
To train a model using the entire dataset download the dataset at https://www.kaggle.com/c/job-salary-prediction/data, unzip Train_rev1.zip, and place Train_rev1.csv in data/ and run python model/train.py. Otherwise use the included pretrained model naive_model.joblib for predictions.
Run the flask app locally using flask run, then head to http://127.0.0.1:5000//predict/salary/<company_name>/<posting_id> to run predictions.