AI Infrastructure Specialist

1 day ago

Sydney, New South Wales, Australia beBeeInfrastructure Full time $120,000 - $180,000

Artificial Intelligence Infrastructure Expert

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We are seeking a highly skilled expert to play a pivotal role in ensuring the stability and scalability of our AI platform.

As an infrastructure specialist, you will design and implement cloud-native infrastructure, collaborate with cross-functional teams to integrate machine learning workflows and services, and drive automation, observability, and continuous integration/deployment best practices.

A strong focus on security, governance, and cost-efficiency is essential. You will also support the deployment and monitoring of AI models in production environments.

Key Responsibilities:

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  • Design and implement scalable cloud-native infrastructure for AI platforms
  • Integrate machine learning workflows and services across cross-functional teams
  • Drive automation, observability, and CI/CD best practices
  • Ensure security, governance, and cost-efficiency in production environments
  • Support deployment and monitoring of AI models in production
  • Promote self-service tooling and infrastructure-as-code practices

Requirements:

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  • Proficient in Amazon SageMaker, EKS, Lambda, Step Functions, CloudFormation/Terraform
  • Deep understanding of IAM, VPC, S3, CloudWatch, CloudTrail
  • Strong knowledge of AWS security best practices and cost optimization
  • Experience with Vertex AI, AI Platform, BigQuery
  • Proficient in GKE, Cloud Functions, Cloud Build
  • Familiarity with Dataflow, Pub/Sub, Cloud Composer
  • Familiarity with AI/ML model deployment and MLOps on AWS
  • Experience with REST API design and OpenAPI/Swagger
  • Proficient in Git, GitLab Runners, or Bamboo

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