Publishing date: 19 June 2020
Location: Kenya
Description:
Responsibilities:
- Provide high quality analysis (through tools including SQL, statistical software, Excel, PowerBi, and computer science models) to inform management on credit performance of the portfolio, products and customers;
- Contribute to the development of reports to key stakeholders including senior management, the board of directors and investors, including graphical analysis, PowerPoint presentations, and verbal and written communications;
- Design and implement experiments/initiatives geared towards improving and maintaining a healthy credit performance across M-KOPA’s customer base, this includes but not limited to performing statistical and quantitative analyses on datasets to identify root causes of observed risk trends;
- Work on the entire product development lifecycle from ideas generation, design, development, and validation, leading up to launch;
- Contribute to the development, documentation and maintenance of credit and financial models to be used by the business, such models include loss forecasting, Probability of Default, Exposure at Default, and Loss Given Default models among other models;
- Monitor and report on key performance metrics on M-KOPA’s core products as well as development of new tools and capabilities to perform portfolio construction or analytics independently, including the use of statistical and machine learning techniques;
- Execute work in coordination with other departments regarding credit-related communications;
- Collaborate with the Data/Tech Team to improve data accuracy and reliability for reporting.
