We look forward to welcoming a Technical Leader who will lead projects with cutting-edge AI technologies and pave the way for innovative practices that benefit not only CommBank but the banking industry as a whole.
Do work that matters:
As part of Risk Management, you will participate in the development, testing, evaluation and deployment of models and AI solutions, to help Risk Management deliver on our Ambition, supporting the bank as we reimagine customer experiences and lead in AI.
See yourself in our team:
As a Senior Manager, AI Frameworks & Reusable Assets you will lead a team to solve real world business problems using technologies and techniques from data science to drive data-driven decisions and customer outcomes.
Why CommBank?
CommBank is leading the world of banking by venturing into new-to-the-world innovations. We're on the cutting edge, embracing AI technologies to reshape how we operate and serve our customers. When you join CommBank, you're joining a team that values expertise and innovation, and you'll be empowered to lead projects that push the boundaries of what's possible.
Key Responsibilities:
* Demonstrate deep technical knowledge and specialist expertise to develop innovative solutions to complex technical problems, using advanced analytics techniques, including machine learning and natural language processing across large datasets.
* Generate and communicate insights aligned to business objectives and relevant to diverse stakeholders and clients, taking into consideration business roles and technical understanding of audiences.
* Lead and manage data scientists to achieve their best by creating a high-performance culture, providing guidance and coaching on appropriate modelling and statistical techniques.
* Provide strategic direction to the team and lead multiple projects to create scalable and reliable end-to-end solutions for our customers, prioritising with business stakeholders and balancing long-term objectives versus immediate delivery.
* Conduct extensive big data analysis, optimising data processing workflows, and deriving deeper insights from big data, while integrating big data solutions with cloud platforms.
* Design and implement more complex machine learning solutions, handling larger datasets, tuning models for better performance, and working on sophisticated problems.
* Apply practical experience in software engineering, participating in and contributing to software development projects, and ensuring best practices in coding standards, documentation, and code reviews.
We're interested in hearing from people who have:
* Expertise in the design and construction of machine learning models, including feature engineering, model selection, hyperparameter tuning, model evaluation, and deployment of predictive models into production environments.
* Familiarity with various aspects of Generative AI, including prompt engineering, Retrieval-Augmented Generation (RAG), guardrail design, orchestration design, and tools such as LangChain and LangGraph.
* Worked on projects leveraging traditional AI, Generative AI, and Agentic AI to pave the path for how banking and broader industry functions in the future.
* Experience with version control and CI/CD pipelines such as GitHub.
* Familiarity with Docker for containerization and deployment of applications.
* Grounded understanding in AWS or Azure Cloud architecture and integration, demonstrating experience in deploying and managing cloud-based solutions.
* Tertiary Qualification in Statistics, Mathematics, Data Science or Computer Science.
Working with us:
Our people bring their diverse backgrounds and unique perspectives to build a respectful, inclusive, and flexible workplace with an ultimate flexibility to work from any of our engineering hubs within Australia. One where we're driven by our values, and supported to share ideas, initiatives, and energy. One where making a positive impact for customers, communities and each other is part of our every day.
If you're already part of the Commonwealth Bank Group (including Bankwest, x15ventures), you'll need to apply through Sidekick to submit a valid application. We're keen to support you with the next step in your career.
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