Senior Cloud Architect, Delivery (GenAI)

Tasks

• Build ML pipelines and MLOps workflows with SageMaker components
• Build end to end AI ML workflows with AWS Lambda Step Functions and API Gateway
• Deliver cloud optimization security and reliability review engagements
• Deploy and operate foundation models with Amazon Bedrock and scale inference
• Deploy containerized workloads with Amazon EKS and AWS Fargate
• Embed DoiT Cloud Intelligence into observability CI CD and governance processes
• Fine tune and deploy large language models with Amazon SageMaker
• Improve cloud cost efficiency rightsizing reservations and storage optimization
• Improve reliability and resilience with HA DR and SLO SLA designs
• Integrate ML frameworks with SageMaker using TensorFlow and PyTorch
• Lead design and implementation of production grade ML and Generative AI solutions on AWS
• Optimize distributed training and inference performance multi GPU and multi node
• Partner with FinOps teams to translate pain points into technical optimization plans
• Provide cloud architecture advice for AI ML workloads at scale
• Reduce operational toil with automation self service guardrails and policy enforcement
• Respond to expert inquiry support requests with deep cloud engineering expertise
• Strengthen security posture with IAM network segmentation least privilege
• Translate business problems into secure reliable cost efficient observable architectures

Perks/Benefits

• N/A

Skills/Tech-stack

API Gateway | AWS | AWS CodeBuild | AWS CodePipeline | AWS Fargate | AWS Glue | AWS Lake Formation | AWS Lambda | AWS Step Functions | Amazon API | Amazon API Gateway | Amazon Bedrock | Amazon EKS | Amazon Redshift | Amazon S3 | Amazon SageMaker | CI/CD | Data Wrangler | Disaster Recovery | FinOps | High Availability | IAM | Lake Formation | Language Models | Large Language Models | Least Privilege | MLOps | Model Evaluation | Model Monitor | Network Segmentation | Prompt engineering | PyTorch | SLA | SLO | SageMaker Clarify | SageMaker Data Wrangler | SageMaker Model Monitor | Sagemaker Pipelines | Step Functions | TensorFlow