Moneywise Digital BankSample listing
Customer Churn Prediction Model
Posted 2 days ago · Closes in 12 days · 21 applied
Challenge Brief
Customers rarely close an account outright. They just stop using it. We want to know earlier who is drifting away, and why.
Using anonymised sample data, the team will build a model that flags at-risk customers and explains the main reasons in terms a product manager can act on.
Requirements
- Python and SQL
- Coursework or projects in machine learning
- Careful handling of financial data
Deliverables
- A trained and evaluated churn model
- A summary of the main churn drivers
- A notebook another analyst can rerun
Tech Stack
- Python
- ML
- SQL
About the Company
Moneywise Digital Bank is a fictional sample company: a Nigerian digital bank offering accounts and everyday money tools through its mobile app.