Principal Data Engineer, AWS Platform & ML Deployment

Commonwealth Bank; Perth; Ibrido; AUD 180.000 - 230.000; Tempo pieno

Descrizione del lavoro

Commonwealth Bank is seeking a Principal Engineer to lead cloud-native data and model platforms at scale. You will shape platform strategy, architect AWS-based solutions, and drive governance, data lineage, and model deployment across teams.

Join a team delivering secure, reliable financial data platforms, enabling large-scale ML workloads and regulatory-compliant provisioning. Flexible locations across Australia with supportive engineering culture.

Competenze

• Experience building cloud-native data and model platforms at scale.
• Experience productionising models or ML workloads.
• Ability to build frameworks and tools that improve engineering productivity.
• Understanding data integrity, reconciliation, and accuracy in financial systems.

Mansioni

• Define and drive platform strategy for capital provisioning modelling.
• Architect and build cloud-native platforms (AWS) supporting model and data workloads.
• Provide thought leadership and contribute to the design of technical solutions and consumption patterns, including data security and data management.
• Design solutions that consume and operationalise enterprise data marketplace assets.
• Lead engineering patterns for model and ML deployment, orchestration and monitoring.
• Drive migration from legacy platforms to strategic, governed environments.
• Ensure alignment with Model Risk Management, regulatory and audit requirements, including data lineage and reproducibility.
• Partner with modelling teams to productionise models and improve reliability and performance.
• Influence architecture and engineering decisions across crews and domains.
• Set and uplift engineering standards and practices.
• Mentor engineers and contribute to a high-performing engineering culture.

Conoscenze

AWS

Python

PySpark

SQL

Spark

Data Pipelines

Model Deployment

CI/CD

Observability

Data Governance

Strumenti

Snowflake

SageMaker

EMR

Glue

Airflow

Descrizione del lavoro

Commonwealth Bank is seeking a Principal Engineer to lead cloud-native data and model platforms at scale. You will shape platform strategy, architect AWS-based solutions, and drive governance, data lineage, and model deployment across teams.

Join a team delivering secure, reliable financial data platforms, enabling large-scale ML workloads and regulatory-compliant provisioning. Flexible locations across Australia with supportive engineering culture.