MI & Reporting Data Analyst

The MI Data & Reporting Analyst will serve as a strategic enabler within the Collections & Recoveries squad, driving the adoption of AI, data science, and advanced analytics to optimise performance and support the bank's technology transformation. The role will champion enterprise-wide data integration, process automation, and predictive modelling aligned to the technology roadmap and business strategy.

The successful candidate will receive a comprehensive handover and play a pivotal role in shaping the future of Collections & Recoveries.

Key Responsibilities

1. MI Reporting & Data Analytics

• Design, deliver, and maintain automated dashboards and recurring MI reports using data from Debt Manager (C&R Software) and enterprise databases (Teradata, Oracle, Sybase, DB2, Postgres).
• Produce daily/weekly/monthly reporting packs on roll rates, cures, rehabilitation, agent performance, and recoveries.
• Perform advanced analysis using SQL, SAS, and scripting languages to identify performance trends, variances, delinquency movements, and portfolio ageing.
• Conduct root-cause analysis and present actionable insights to senior stakeholders.

2. AI, Machine Learning & Predictive Modelling

• Design, implement, and operationalise predictive and machine learning models for Collections (e.g., segmentation, risk scoring, dialler optimisation, workflow optimisation).
• Leverage cloud-based data science platforms (AWS, Azure, GCP) for model development and deployment.
• Support the organisation's move toward data-centric transformation, automation, and digital decisioning.

3. Technology Roadmap & Transformation Alignment

• Support digitisation, process automation, and technology integration across key strategic platforms (Phoenix, Imagine, Debt Manager, Camunda BPM).
• Contribute to cloud migration initiatives, resilience enhancements, and modern data engineering practices aligned to Nedbank's technology strategy.
• Drive adoption of new tools, processes, and technologies within the squad.

4. Handover & Workload Continuity

• Participate in a structured handover process, including the transfer of MI logic, documentation, data flows, and ongoing projects.
• Collaborate with the outgoing specialist and broader squad to ensure seamless operational continuity.

5. Data Integration & Engineering Support

• Extract, transform, and load data from Debt Manager, enterprise databases, and mainframe sources (COBOL copybooks, flat files).
• Work with structured, semi-structured, batch, and SFTP-transferred data
  
  https://www.executiveplacements.com/Jobs/M/MI--Reporting-Data-Analyst-1245158-Job-Search-12-8-2025-2-34-47-AM.asp?sid=gumtree