ML Platform Engineer - AWS, DevOps & MLOps (Hybrid)

Talent Corp; Parramatta; Hybrid; AUD 100,000 - 150,000; Full time

Benefits offered by this job

Hybrid work

Job summary

Talent Corp seeks an experienced Machine Learning Engineer to build and support cloud infrastructure and engineering platforms behind AI, machine learning, and data science products. The role focuses on AWS cloud engineering and DevOps, moving solutions from proof of concept to production with generative AI, RAG, automation and analytics tools.

You will design and maintain AWS infrastructure across environments, automate provisioning with IaC tools, and develop CI/CD pipelines.

Qualifications

• Demonstrated experience designing, deploying and supporting AWS cloud solutions.
• Strong experience developing and maintaining CI/CD pipelines.
• Hands-on Infrastructure as Code experience using Terraform, AWS CDK, CloudFormation or equivalent.
• Experience with Docker and Kubernetes, preferably Amazon EKS.
• Experience implementing monitoring, logging and observability for cloud applications and platforms.
• Strong troubleshooting skills across complex infrastructure, deployment and operational environments.
• The ability to collaborate with data scientists, AI engineers, software engineers and business stakeholders.

Responsibilities

• Design, build and maintain AWS infrastructure across development, testing and production environments.
• Automate infrastructure provisioning using Terraform, AWS CDK or CloudFormation.
• Develop CI/CD pipelines covering build, testing, security scanning and deployment.
• Deploy and support containerised applications using Docker, Kubernetes and Amazon EKS.
• Manage cloud networking, IAM, compute, storage, application configuration and secrets.
• Implement monitoring, logging, dashboards and alerting to improve platform reliability.
• Troubleshoot infrastructure, deployment and operational issues, including root cause analysis.
• Support security hardening, vulnerability remediation and cloud governance requirements.
• Contribute to MLOps and LLMOps capabilities for model deployment, evaluation, monitoring and lifecycle management.
• Develop operational runbooks, technical documentation and reusable deployment patterns.

Job description

Talent Corp seeks an experienced Machine Learning Engineer to build and support cloud infrastructure and engineering platforms behind AI, machine learning, and data science products. The role focuses on AWS cloud engineering and DevOps, moving solutions from proof of concept to production with generative AI, RAG, automation and analytics tools.

You will design and maintain AWS infrastructure across environments, automate provisioning with IaC tools, and develop CI/CD pipelines.