Advanced Analytics Analyst

Job Title: Advanced Analytics Analyst Company: Commonwealth Bank Job Category: Machine Learning Roles & Responsibilities: * Build statistical and machine learning models that help solve real commercial lending and customer problems. * Join a highly experienced modelling team where you can develop specialist credit risk capability without needing previous credit risk experience. * Work on high\-impact initiatives spanning lending automation, merchant data, property analytics and model monitoring. We work on complex problems where the answer isn't always obvious. Rather than simply maintaining established models, we explore different data, methodologies and modelling approaches to understand a business problem and determine the right analytical solution. Our work spans areas including lending origination, servicing assessments, early warning and arrears, property analytics and the use of merchant data. We're a small, experienced team working on strategically important initiatives, and we're looking for an Advanced Analytics Analyst who is curious about data, enjoys solving problems and wants to develop their modelling capability in a supportive environment. In this role, you'll support the development and management of statistical and machine learning models that help us understand risk and make better decisions for our customers and business. * Support the development of statistical and machine learning models across commercial lending and credit\-related use cases. * Work with data to investigate business problems, identify patterns and determine appropriate analytical approaches. * Contribute to machine learning\-based origination scorecards and statistical modelling, including logistic regression. * Explore new data sources and methodologies, including merchant data, property analytics and forecasting. * Support model monitoring, implementation and ongoing model management. * Help translate analytical findings into meaningful customer and business outcomes. Work alongside experienced credit modelling specialists who can help you build your technical and domain expertise. * The team supports model implementation and works closely with the areas responsible for deployment, but does not own model deployment itself. 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. We're aware of some accessibility issues on this site, particularly for screen reader users. We want to make finding your dream job as easy as possible, so if you require additional support please contact HR Direct on 1800 989 696\. Work Location: Sydney, Australia Availability: Full time

We're open to different backgrounds. You may already work in analytics or machine learning, or you may be earlier in your career with strong quantitative foundations and practical analytical experience. We're looking for: Experience in credit risk modelling would be valuable, but it isn't essential. We welcome people from areas such as statistics, econometrics, mathematics, machine learning, customer analytics or other quantitative disciplines who are interested in applying those skills to credit and commercial lending problems. Key Skills: Machine Learning, Python Salary: AUD 120000 - 156000 per yearly