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Staff Platform Engineer

1 month ago

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

Job Title: Staff Platform Engineer - MLOps Platforms

Job Summary:

We are seeking a highly experienced Staff Platform Engineer to join our MLOps Platforms team. As a key member of our engineering team, you will be responsible for designing, building, and running tools, infrastructure, and capabilities that our data science community and other engineers use to deliver business value.

Key Responsibilities:

  • Design and develop scalable and resilient ML infrastructure with a focus on performance and reliability
  • Lead the development of tools and frameworks to streamline the ML lifecycle, from data ingestion to model deployment and monitoring
  • Collaborate with data scientists, engineers, and stakeholders to define and implement technical requirements
  • Drive implementation of CI/CD pipelines to streamline ML model deployment and updates
  • Develop and maintain comprehensive documentation, including architecture blueprints and best practices

Requirements:

  • Expertise in AWS services such as EC2, ECS, S3, Lambda, Step function, RDS, DynamoDB, IAM, VPC, Route 53, Cloudwatch, EKS
  • Experience with the end-to-end ML lifecycle, including data preprocessing, feature engineering, model training, evaluation, and deployment
  • Proficient in automation and scripting (Bash, Python)
  • Hands-on experience with infrastructure as code tools like AWS CloudFormation
  • Proficiency with version control systems like Github, Github Actions
  • Expertise in tools like Grafana, Prometheus

About Us:

The Commonwealth Bank of Australia is a leading financial institution that is committed to innovation and excellence. We offer a dynamic and inclusive work environment that supports the growth and development of our employees.

What We Offer:

  • A competitive salary and benefits package
  • Opportunities for career growth and development
  • A dynamic and inclusive work environment
  • Flexible work arrangements