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Senior Analyst, Advanced Analytics - NAB - National Australia Bank
Software Engineer
Senior Analyst, Advanced Analytics driving data‑led decisions for credit card and personal loan portfolios using Python, SQL, machine learning and advanced visualization tools to deliver actionable insights for risk, customer and commercial outcomes.
About the role
Key Responsibilities
- Translate complex business requirements into analytical solutions, building predictive models and dashboards that influence credit card and personal loan strategies.
- Develop and maintain robust data pipelines and SQL queries to extract, transform and load data from enterprise sources.
- Apply machine learning techniques to forecast customer behavior, credit risk and product performance, validating models with rigorous statistical methods.
- Collaborate with cross‑functional stakeholders—risk, marketing, product—to prioritize analytics initiatives and communicate findings through clear visualizations.
- Ensure data quality, governance and compliance with regulatory standards across all analytical outputs.
Requirements
- 5+ years of experience in advanced analytics within a financial services environment.
- Proficiency in Python (pandas, scikit‑learn) and SQL; experience with Tableau or similar BI tools.
- Strong statistical background and hands‑on experience with machine learning model development and deployment.
- Excellent communication skills, able to translate technical insights into business recommendations.
- Knowledge of data governance, privacy regulations and risk frameworks is a plus.
Skills
pythonsqlmachine learningtableau