Credit Risk Collections Analyst
Remuneration: | cost-to-company |
Location: | Cape Town |
Job level: | Mid |
Type: | Permanent |
Company: | THE SKILLS MINE (PTY) LTD |
Requirements
- Bachelor’s degree in finance, Economics, Data Science, Statistics, Business, Operational research or a related field.
- Master’s degree in a relevant field or professional certifications is a plus
- 3-5 years of experience in credit risk collections management, preferably within the SME sector
- Proven track record of improving collections outcomes and operational efficiencies
- Experience with collections and recovery strategies is essential
- Hands-on experience in data analytics, statistical modelling, and risk scoring
- Proficiency in data analysis tools (e.g., SQL, R, Python)
- Experience with data visualization tools (e.g., Tableau, Power BI)
- Strong Excel skills for financial modeling and analysis
- In-depth knowledge of credit bureau data, scoring methods, and financial regulations related to collections
- Conduct a thorough analysis of the SME portfolio to identify potential risks and trends
- Develop and implement collection strategies based on data-driven insights to minimise delinquency and improve recovery rates
- Monitor execution and performance of strategies and ensure that strategies are amended and kept up to date
- Develop and maintain predictive models for collections to identify early warning signs and take preventative measures
- Regularly monitor the SME portfolio performance, identifying risk triggers, delinquency trends, and opportunities for improvement
- Provide actionable insights and recommendations to the Data Science and Operational Collections teams to mitigate risks
- Develop and maintain dashboards and reports to track key performance metrics (KPIs), delinquency, and recovery rates
- Analyse large datasets using statistical methods to inform credit risk and collections strategies
- Collaborate with the data science manager to improve the accuracy and predictive power of credit risk models
- Support the Collections team by providing data-driven insights for operational decision-making
- Collections
- Credit risk
- Data analysis
- Financial modeling
- Power BI
- Python
- R
- SQL
- Tableau Software
Posted on 15 Oct 13:56, Closing date 14 Nov
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