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Data Collection: Gather and compile financial and operational data from various sources, including databases, spreadsheets, reports, and external data providers.
Data Analysis: Analyze data to identify trends, anomalies, and insights related to loan portfolios, customer behavior, branch performance, and overall financial operations.
Data Visualization: Create visualizations such as charts, graphs, and reports to communicate key findings and recommendations to stakeholders, including senior management.
Predictive Modeling: Develop and maintain predictive models to forecast loan defaults, customer retention, and other critical business metrics.
Performance Metrics: Define and track key performance indicators (KPIs) for different business units and monitor performance regularly.
Report Generation: Generate periodic reports and dashboards to assist senior management in making strategic decisions and ensuring regulatory compliance.
Data Collaboration: Collaborate with departments such as finance, operations, risk management, and IT to gather data requirements and provide insights for process improvements and product development.
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