Key Responsibilities
Design, implement, and maintain AWS infrastructure supporting production-grade GenAI solutions.
Architect cloud solutions using AWS services including:
AWS Lambda
API Gateway
DynamoDB
Amazon S3
Amazon Bedrock
Amazon SageMaker
IAM
Develop and maintain Python-based reusable cloud and GenAI platform components.
Build, manage, and optimize Infrastructure-as-Code using Terraform.
Develop and maintain CI/CD pipelines using GitHub Actions.
Implement secure IAM policies, access controls, and governance standards.
Monitor cloud environments using CloudWatch, X-Ray, logging, and observability tools.
Troubleshoot infrastructure, deployment, security, and application issues.
Optimize cloud infrastructure for performance, reliability, scalability, and cost efficiency.
Collaborate with Data Science, MLOps, DevOps, and Engineering teams to operationalize GenAI models and services.
Develop reusable cloud patterns, architecture standards, and operational documentation.
Must-Have Skills
AWS Cloud Engineering
Robust hands-on experience with:
AWS Lambda
API Gateway
DynamoDB
S3
IAM
CloudWatch
Experience designing and supporting production AWS environments.
Generative AI Platforms
Experience working with:
Amazon Bedrock
Amazon SageMaker
Understanding of GenAI application deployment and operationalization.
Infrastructure as Code
Strong expertise in:
Terraform
Experience building reusable infrastructure modules and automation frameworks.
DevOps & CI/CD
Solid experience with:
GitHub Actions
CI/CD pipelines
Automated deployments
Understanding of DevOps best practices and cloud automation.
Programming & Automation
Strong proficiency in:
Python
Experience building automation scripts and cloud platform components.
Security & Operations
Experience implementing:
IAM policies
Security controls
Monitoring and observability solutions
Knowledge of cloud governance and compliance practices.
Valuable-to-Have Skills
Experience with:
MLOps platforms and workflows
Containerization technologies (Docker, Kubernetes)
Serverless architectures
Exposure to:
AI/ML model deployment
FinOps and cloud cost optimization
AWS certifications preferred.