Lead AI & Generative ML for Home Buying

CommBank; Sydney; In loco; AUD 180.000 - 260.000; Tempo pieno

Descrizione del lavoro

CommBank is seeking a data science leader to design and deliver advanced ML, Generative AI and agentic AI solutions for home buying. You will tackle credit-modelling challenges and drive high-priority AI initiatives across Retail Banking Services.

Reporting to the Chapter Area Lead, Home Buying, you’ll shape AI strategy, collaborate with product and risk, and advance responsible data science practices across cloud and data engineering.

Competenze

• Strong foundation in statistics, probability and machine learning.
• Advanced Python capability for designing and deploying models.
• Experience with Generative AI, LLMs or conversational AI and related techniques.
• Experience with Spark, SQL, TensorFlow, PyTorch or R in production.

Mansioni

• Lead the design, development and implementation of ML models to support business outcomes.
• Apply statistical methods to complex credit-modelling challenges in home buying.
• Progress models from exploration to deployment and monitoring.
• Design Generative AI capabilities including Retrieval-Augmented Generation and guardrails.
• Collaborate with product, engineering, risk and stakeholders to translate insights into action.
• Establish robust feature engineering, model selection and production deployment practices.
• Share knowledge and contribute to AI capability development across Retail Banking Services.

Conoscenze

Advanced Python

Generative AI

Statistics

Machine Learning

Retrieval-Augmented Generation

Docker

Spark

SQL

TensorFlow

PyTorch

AWS/Azure

Data pipelines

Formazione

Bachelor's in CS/Stats

Strumenti

R

Descrizione del lavoro

CommBank is seeking a data science leader to design and deliver advanced ML, Generative AI and agentic AI solutions for home buying. You will tackle credit-modelling challenges and drive high-priority AI initiatives across Retail Banking Services.

Reporting to the Chapter Area Lead, Home Buying, you’ll shape AI strategy, collaborate with product and risk, and advance responsible data science practices across cloud and data engineering.