Jobs Wizard

We have built a webapp with four Machine Learning models: 1) Predict Employee Churn, 2) Predict Costs, 3) Predict Salary, 4) Recommend best industry.

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Description

Jobs Wizard


Jobs Wizard aims to help both companies and employees to make better, data-driven decisions with respect to people management.


Leveraging data from the Tech Careers Report Portugal 2021, provided by Landing.Jobs, we devised 4 Machine Learning models (yes, that's right, 4 models!) to tackle 4 main challenges in the People Analytics area.


And, above all, we implemented them with a user interface to allow you to play with them.



Predictive Models

  • Predict Churn: predict whether an employee is about to leave (churn) the company or not;
  • Predict Costs: predict the costs a company will have with a future employee over the years;
  • Predict Salary: predict the salary a given employee should be earning today;
  • Recommend Industry: recommend the best industry to work in.

You can use the app online or get it in our Github

Learn more about the models inside each model's folder.



Have fun but be socially responsible!

Please remember that any Machine Learning model can fail and their performance is tightly related with the data, both in data quality and data size used for training the models.

[email protected]Building ConnectionsAv. Serpa Pinto 3114450-718 Matosinhos, Portugal

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