Chapter Lead (Executive Manager), AI & General Model Validation

Chapter Lead (Executive Manager) - Data Science and Gen AI, Model Risk Validation

• You’re passionate about leading high-performing teams and validating cutting-edge AI models
•  We’re transforming financial services through scalable and ethical AI innovation
• Together, we’ll deliver robust model validation frameworks that drive trust and impact

Do Work That Matters  

At CommBank, we’re redefining the future of banking through world-class AI innovation. AI & General Model Validation (AIGMV) provides independent technical challenge and review of the Group's most important ML and AI models, across business and support units. As a Chapter Lead (Executive Manager) in our AI & General Model Validation team, you’ll lead a talented group of data scientists across Australia and India, driving excellence in model validation and tooling development. 

You’ll play a key role in shaping AI models at CommBank, ensuring our models are safe, scalable, and aligned with customer and regulatory expectations. You will represent the chapter with model developers, senior business leaders, product owners and governance experts.  

See Yourself in Our Team

CommBank is leading new-to-the-world innovations. As part of our team, you’ll be empowered to shape the future of AI in financial services, working alongside top-tier talent in a collaborative, inclusive environment. Model Risk & Validation is part of Risk Management and provides considered challenge to improve modelling outcomes. 

We’re seeking an exceptional AI Chapter Lead (Executive Manager) to shape the future of AI model validation at scale. You’ll be part of a collaborative, forward-thinking team committed to ethical AI, innovation, and continuous learning at scale. 

Your Impact: 

• Lead a chapter of data scientists across Australia and India, including hiring, coaching, performance and career development. Occasional international travel may be required. 

• Plan and run the chapter’s validation work, from prioritising engagements to delivering on time at a consistent quality bar. 

• Lead the development of validation tooling and methods and stay close enough to the work to challenge methodology and evidence. 

• Engage senior stakeholders, including General Managers, model owners, central AI teams and internal audit. 

We are interested in people with: 

Leadership & Vision:

• Proven experience in leading high-performing multidisciplinary teams with Gen AI, data science, and software engineering skill sets. Experience in mentoring data scientists and leading technical initiatives. 

• Project management experience in agile environments. 

• Enthusiastic about developing automation tools to drive continuous workflow improvements. 

• A courageous mindset and independent judgement. You enjoy self-directed learning, and have the curiosity and discipline to stay ahead of fast-changing AI techniques and risks 

• Strong stakeholder management skills. Exceptional communication skills and a growth mindset. 

• Knowledge of model risk governance and validation processes is desirable. 

Technical Excellence:

The ideal candidate will have depth across several of the areas above. We do not expect mastery of every technology listed. 

• Deep working knowledge of GenAI and agentic architectures with enough depth to challenge the design. 

• Hands-on experience designing, building and evaluating AI and Generative AI solutions. Fine-tuning transformer models is a plus. 

• Advanced Python, with strong GitHub, version control and CI/CD experience. SQL, R or TypeScript is a plus. 

• Ability to read and navigate unfamiliar codebases, reproduce evaluation pipelines, write test harnesses and inspect trace data 

• Practical experience with AI coding agents (including Claude Code, Codex and GitHub Copilot) and skills, sub-agents, hooks and plugins that automate validation or engineering workflows. 

• Working knowledge of traditional machine learning models, including random forests, XGBoost, and related evaluation methods, and the ability to validate and challenge them. 

• Experience with current GenAI frameworks and tools such as LangChain, LangGraph, OpenAI Agents SDK, Pydantic, Langfuse/HoneyHive, and with PyTorch or AWS SageMaker 

• Ability to assess the risks, limitations, monitoring requirements and control effectiveness of AI and agentic systems 

• Degree in Statistics, Data Science, Computer Science, Actuarial Science, Engineering, or a related field, or equivalent industry experience. 

Working with us:

Whether you’re passionate about customer service, driven by data, or called by creativity, a career here is for you. At CommBank, we advocate and facilitate a culture of inclusion and respect, celebrating all cultures, abilities, genders, expressions of gender and sexual orientation. Read more about our commitment to inclusion and diversity on our career’s website.

Our people bring their diverse backgrounds and unique perspectives to build a respectful, inclusive and flexible workplace. We are working hard to recruit people who represent the diversity of our customers and our society. If you're excited about this opportunity but you don't meet every single requirement, or your experience doesn't align perfectly, we still want to encourage you to send in your application. You may just be the perfect candidate for this opportunity or another within CommBank.

At CommBank we will inspire you with work that makes a difference, surround you with talented people that respect and value each other, and empower you to grow professionally and personally. Most of all, making a positive impact for customers, communities and each other is part of our every day.

We’re determined to make a real difference for Australia’s first peoples. We encourage all interested applicants to apply. If you’re already part of the Commonwealth Bank Group (including BankWest), 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.

APPLY NOW to do your best work with us and live your best life!

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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