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Data Science Collections

Humankind Group

South Africa · On-site Full-time 1w ago

About the role

Reference: HC002551-Moipo-1

Role Overview: We are lookingfor an experienced Data Scientist specializing in collections to join our one of our clients team . As a Data Scientist, you will play a pivotal role in analyzing vast datasets, developing predictive models, and optimizing collection strategies to enhance recovery rates and minimize risk.

Key Responsibilities:

• Utilize advanced statistical techniques and machine learning algorithms to analyze historical collection data.

• Develop predictive models to forecast debtor behavior, default rates, and prioritize collection strategies.

• Collaborate with cross-functional teams to optimize collection strategies and improve recovery efficiency.

• Create visually informative dashboards and reports to present insights to stakeholders.

• Monitor and refine collection strategies based on performance metrics and market dynamics.

Qualifications:

• Degree in Data Science, Computer Science, Statistics, or a related field.

• Strong proficiency in programming languages such as Python, R, or SQL for data analysis and modeling.

• Solid understanding of machine learning algorithms and statistical modeling techniques.

• Experience working in a collections or finance-related domain is highly preferred.

• Excellent problem-solving skills and the ability to communicate complex findings to non-technical stakeholders.

Duties & Responsibilities

Data Scientist - Collections

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