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Cloud Infrastructure Engineer(AI Model)

Ampstek

Bloomfield · On-site Contract Senior 2w ago

About the role

AWS Cloud Engineer – AI Model Deployment & Infrastructure Automation

Responsibilities

  • AWS Infrastructure Setup & Administration
  • AI/ML Model Deployment on AWS
  • Infrastructure Automation (Terraform + CI/CD)
  • Microservices Workflow Implementation

Qualifications

  • 8–12+ years of strong hands-on experience in cloud engineering / AWS administration.
  • Deep working knowledge of AWS services, specifically:
    • Networking: VPC, subnets, NACL, Security Groups, routing, VPC endpoints, PrivateLink
    • Security: IAM, KMS, secrets management, encryption, audit logging
    • Compute/Containers: EC2, ECS and/or EKS, ECR, auto-scaling
    • Operations: CloudWatch, CloudTrail (plus troubleshooting)
  • Proven experience writing Terraform scripts from scratch (modules, state management, remote backends).
  • Experience deploying AI/ML solutions on AWS (SageMaker endpoints, Bedrock integrations, or container-based inference).
  • Strong ability to explain and execute end-to-end workflows independently

Skills

AWSBedrockCI/CDCloudWatchCloudTrailDockerEC2ECSEKSIAMKMSMicroservicesNACLPrivateLinkSageMakerSecurity GroupsTerraformVPC

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