Consultant Data Scientist Marketing
Role Overview
NAB is hiring a Consultant Data Scientist Marketing to support the Data and Digital Customer Decisioning Team.
The role uses data, advanced analytics and AI to improve marketing strategies, customer decisioning and personalisation.
The position is a builder role focused on turning ambiguous opportunities into hypotheses, working systems and measurable outcomes.
Key Skills for This Role
Full Job Posting
Role overview
NAB is hiring a Consultant Data Scientist Marketing to support the Data and Digital Customer Decisioning Team.
The role uses data, advanced analytics and AI to improve marketing strategies, customer decisioning and personalisation.
The position is a builder role focused on turning ambiguous opportunities into hypotheses, working systems and measurable outcomes.
Key responsibilities
- Design and deploy LLM, agentic and machine learning systems for customer decisioning and personalisation.
- Develop rigorous evaluation methods to improve AI quality, reliability and safety.
- Work with Data Engineering and Platform teams to move solutions from discovery through production.
- Build reusable tooling and capabilities that scale AI development across the organisation.
- Use complex datasets to understand customer behaviour, assess data quality, engineer features and prepare reliable AI inputs.
- Participate in design discussions and code reviews while improving team engineering practices.
What you will bring
- Strong Python software engineering skills and experience building modular, tested and maintainable production systems.
- Strong machine learning fundamentals covering feature engineering, model selection, validation and evaluation.
- Hands-on experience designing and building LLM applications or agentic workflows.
- Practical experience with AI coding agents, or the ability to adopt and critically review new development tools.
- Strong empirical judgement across baselines, assumptions, failures, quality, reliability, safety, latency and cost.
- A collaborative approach that welcomes feedback, respectfully challenges ideas and responds to evidence.
Locations
- The posting lists Australia-wide availability, including Sydney CBD and Melbourne CBD.
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