The ideal candidate should have deployed AI or LLM-powered applications to AWS, configured the supporting infrastructure, and handled production deployment, monitoring, security, and scaling.
Must-have experience
- Hands-on deployment of AI/ML or Generative AI applications on AWS.
- AWS infrastructure setup using Terraform, CloudFormation, CDK, or similar IaC tools.
- Python scripting and application deployment automation.
- Experience with at least one relevant AI deployment platform, such as Amazon Bedrock, SageMaker, or self-hosted models on EKS/ECS.
- Production troubleshooting, monitoring, IAM/security, and scaling.