Data Scientist III – Collection Analytics: Boarder Africa

Job Description

The Data Scientist III (DSIII) plays a pivotal role in designing, building, and implementing advanced predictive models and analytical solutions to optimise collections strategies. This role is central to driving early warning systems, improving treatment effectiveness, and supporting strategic decision-making across the collections lifecycle.

Hello, Future Data Scientist III

Welcome to FNB, the home of the #changeables. We design for the shapeshifters and deliver products and services that make us incredibly proud of people that make it happen.

As part of our talent team, you will be surrounded by unique talents, diverse minds, and an adaptable environment that lives up to the promise of staying curious. Now’s the time to imagine your potential in a team where experts come together and ignite effective change.

Are You Someone Who Can:

• Develop and deploy predictive risk models to inform early warning collections strategies.
• Monitor and evaluate the performance of collections campaigns and treatment strategies.
• Collaborate with product teams and senior stakeholders to align analytics with business objectives.
• Lead the design and implementation of models such as communication strategies, Quicksell, risk tool, attorney ranking systems, EDC ranking and recovery optimisation tools
• Provide mentorship to junior data scientists and contribute to capability upliftment within the team.
• Translate complex data into actionable insights to support operational and strategic decisions.

Skills & Competencies

• Strong statistical modelling and machine learning expertise (Python, R, SAS).
• Deep understanding of credit risk, collections processes, and regulatory frameworks.
• Ability to work independently and lead complex analytical initiatives.
• Strong stakeholder engagement and communication skills.
• Experience with data platforms (e.g., AWS, SQL, Power BI) and model governance.

You will be an ideal candidate if you have:

• BSc Honours in Mathematical Statistics, Actuarial Science, or related field.
• Minimum 5–7 years in data science or quantitative analytics, preferably in financial services.
• Prior experience in collections analytics or credit risk is highly advantageous.

You Will Have Access To:

• Opportunities to network and collaborate.
• Challenging Working
• Opportunities to innovate.

We can be a match if you are: 

• Curious & courageous - you are driven by always wanting to know more and learn more and you are brave enough to
• Obsessed with mastery - you know what it takes to become good at what you do and are constantly pushing yourself to do it.

Are you interested to take the step? We look forward to engaging with you further. Apply now!

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Job Details

Take note that applications will not be accepted on the below date and onwards, kindly submit applications ahead of the closing date indicated below.

10/10/25

All appointments will be made in line with FirstRand Group’s Employment Equity plan. The Bank supports the recruitment and advancement of individuals with disabilities. In order for us to fulfill this purpose, candidates can disclose their disability information on a voluntary basis. The Bank will keep this information confidential unless we are required by law to disclose this information to other parties.