Associate Director, Innovation

2 days ago

Melbourne, Australia NAB - National Australia Bank Full time

**Work type**: Permanent Full time
**Location**: Aust - VIC Metro

**The role**

Your career at NAB is about more than money, it's about serving our customers well and helping our communities prosper. As an Associate Director in Innovation, you will identify emerging criminal patterns through non-rule based, self-learning detection that uses advanced data mining, predictive analytics, unsupervised learning and pattern recognition.

You will work with the wider analytics community to identify required internal and enterprise capability and develop financial crime machine learning strategy and roadmap. You will also provide technical and non-technical oversight across FC machine learning initiatives and support productionisation of machine learning models.

Responsibilities include but are not limited to:

- Create and deploy machine learning models to enhance coverage, mitigation and efficiency of FC risks
- Manage performance of existing machine learning models including retraining and improvements
- Conduct model validation to ensure sustainability and enhanced performance
- Collaborate with key stakeholders and driving insights for mitigating FC risks

**About You**
- You will have strong leadership and people management skills as well as an exceptional level of professional judgement and integrity
- Be able to effectively manage competing priorities and escalations
- Results focused mindset with Business Acumen and commercial nous - focused on AML Compliance while balancing commercial objectives
- You will have strong strategic concepts and implementation of financial crime detections strategies and risks
- Advanced data analytics (incl. predictive analysis and deep learning) and development of machine learning modelling techniques
- Outstanding data mining experience, working with large datasets and different data lakes
- Working knowledge of programming languages such as Python, R, SQL, SAS, PySpark, Scala
- Excellent understanding of key vendors products in machine learning, its suitability and challenges
- A background in statistical analysis and modelling techniques over large data sets, with proven capability constructing, validating, and implementing models
- Experience in productionisng machine learning models
- You will have Tertiary qualifications in Mathematics, Data Science, Advance Analytics, Information Systems or relevant fields
- ACAMS or ICA Certified Preferred

If you think this role is the right fit for you, we invite you to apply.

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