Flexible: work from any engineering hub within australia
Generative ai and agentic system design
Machine learning model development and deployment
Prompt engineering and rag implementation
CommBank is seeking a Principal Data Scientist to lead the development of innovative AI solutions within its Chief Operations Office. The role emphasizes hands-on technical leadership, collaboration across teams, and a focus on generative AI and machine learning to enhance customer service experiences
Job Summary
This role involves leading the design and development of innovative GenAI and Agentic solutions to transform customer service experiences within the Chief Operations Office.
The successful candidate will act as a hands-on technical leader, collaborating with engineers to deploy reusable machine learning models and drive business outcomes.
CommBank offers a flexible workplace environment where diverse backgrounds are valued, allowing employees to work from any of their engineering hubs within Australia.
Matching Summary
Match Score: 85
CommBank is seeking a Principal Data Scientist to lead the development of innovative AI solutions within its Chief Operations Office. The role emphasizes hands-on technical leadership, collaboration across teams, and a focus on generative AI and machine learning to enhance customer service experiences.
Skills & Requirements
Must-have
Generative AI and Agentic system design
Machine Learning model development and deployment
Prompt engineering and RAG implementation
Python, Spark, TensorFlow, PyTorch proficiency
AWS or Azure cloud architecture experience
Docker containerization and CI/CD pipelines
Nice-to-have
Intellectual curiosity and continuous learning
Cross-functional team leadership skills
Experience with LangChain and LangGraph tools
Ability to translate complex ideas into outcomes
Fostering inclusive culture in technical teams
Key Requirements
Expertise in NLP, clustering, and classification algorithms
Hands-on experience with ETL processes and data pipelines
Proven track record in deploying models to production
Strong background in feature engineering and hyperparameter tuning