This is a private hackathon open to AXA Nigeria Data Science Week 2020 participants. This challenge is only open to AXA Nigeria employees. If you would like to join please email Peter.
Macmillian Limited, a company in Lagos, Nigeria that produces building materials have noticed an employee churn rate of close to 40% on employees after the third year of being at the company. The HR Manager has tried to find out what the issue is but is still not quite sure.
The CEO has proposed calling in a data scientist and making use of the employee data to find out what exactly is going on. As a data scientist, you have been presented with the data describing various conditions surrounding the employees that have been at Macmillian between 1 and 3 years. You have to predict whether the conditions are good (1) or not (0) as this can give insight as to why employees are leaving the company.
About AXA Mansard (axamansard.com)
AXA Mansard is a member of the AXA Group, the worldwide leader in insurance and asset management with 166,000 employees serving 107 million clients in 64 countries.
AXA Mansard Insurance plc is rated B+ by A.M. Best (2016) for Financial Strength. The Company is also certified ISO 9001:2008 compliant by the Standard Organisation of Nigeria (SON) for quality management systems.
AXA is present in geographically diverse markets, with operations concentrated in Europe, North America and Asia Pacific. AXA is also present in Central and South America, Middle East and in Africa via operations in Cameroon, Gabon, Ivory Coast, Morocco, Senegal and Algeria. AXA has more than over 20 years continuous presence in Africa.