Staff/Lead AI Engineer

2 weeks ago

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

About the Role

We are seeking a highly experienced Staff/Lead AI Engineer to join our team at the Commonwealth Bank of Australia. As a key member of our engineering team, you will be responsible for designing, building, and running high-quality modern machine learning platforms.

Key Responsibilities

  • Provide strategic technical leadership and mentorship driving best practices for ML platform architecture, deployment, and scaling.
  • Oversee the design and development of scalable and resilient AI infrastructure with a focus on performance and reliability.
  • Create a standardized set of tooling for deploying and running applications and setting them up with best practices.
  • Collaborate with customer-facing product owners and engineers to design, build, and run platforms that deliver customer value at greater quality, velocity, and safety.
  • Make all platforms entirely self-service, secure, and available within minutes without human approval.
  • Collaborate with data scientists, engineers, and stakeholders to define and implement technical requirements.
  • Develop and maintain comprehensive documentation, including architecture blueprints and best practices.
  • Stay up-to-date with the latest developments in the field of ML, MLOps, LLMs, GPUs, and related concepts.

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.
  • Proficiency 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 advocates for a culture of inclusion and respect. We celebrate all cultures, abilities, genders, expressions of gender, and sexual orientation. If you're passionate about technology and innovation, we encourage you to apply for this exciting opportunity.

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