Infrastructure Architect and Engineer

3 days ago

Sydney, New South Wales, Australia Commonwealth Bank of Australia Full time

Estimate Salary: AU$140,000 - AU$180,000 per annum

About Us

We are the Commonwealth Bank of Australia, one of the country's leading financial institutions. Our mission is to provide innovative banking solutions that meet the evolving needs of our customers.

About the Role

We are seeking an experienced Infrastructure Architect and Engineer to join our team. In this role, you will be responsible for designing, building, and maintaining our MLOps platforms, ensuring they are scalable, resilient, and reliable.

Main Responsibilities
  • Provide strategic technical leadership and mentorship in ML platform architecture, deployment, and scaling.
  • Oversee the design and development of scalable and resilient ML infrastructure, focusing on performance and reliability.
  • Lead the development of tools and frameworks to streamline the ML lifecycle, from data ingestion to model deployment and monitoring.
  • Create standardized tooling for deploying and running applications, setting them up with best practices.
Requirements and Qualifications

To succeed in this role, you will need:

  • In-depth knowledge of AWS services, including EC2, ECS, S3, Lambda, Step function, RDS, DynamoDB, IAM, VPC, Route 53, Cloudwatch, and EKS.
  • Expertise in AWS ML services like SageMaker, AWS Glue, Amazon EMR, and familiarity with AWS Bedrock, Amazon Q services, NVIDIA GPUs, and related frameworks.
  • Experience with the end-to-end ML lifecycle, including data preprocessing, feature engineering, model training, evaluation, and deployment.
  • Proficiency in automation and scripting (Bash, Python) and hands-on experience with infrastructure as code tools like AWS CloudFormation.
  • Proficiency with version control systems like GitHub and GitHub Actions.
  • Expertise in tools like Grafana and Prometheus for monitoring and observability.
Benefits

We offer a competitive salary range of AU$140,000 - AU$180,000 per annum, depending on experience. You will also enjoy a range of benefits, including flexible working arrangements, professional development opportunities, and a dynamic work environment.

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