Platform Administrator - AWS SageMaker Platform Administration

Work location:
Chicago, IL (100% Onsite)
Duration: 12+ Months
Job Description:

• We are looking for a skilled AWS Sage Maker Administrator to oversee operate secure and optimize our enterprise Sage Maker environment
• This role focuses on platform administration ensuring data scientists and ML engineers can develop and deploy ML workloads efficiently while maintaining strong governance cost control and security
• This is not a model building role its a platform and operations role responsible for keeping Sage Maker running smoothly at scale

• Manage and configure Sage Maker Studio Domains and User Profiles
• Maintain and monitor Sage Maker Notebooks Jump Start Feature Store Pipelines and Endpoints
• Configure Lifecycle Configurations for reproducible environments
• Ensure proper versioning and management of custom images kernels and ECR containers

• Monitor training jobs endpoints processing jobs batch transforms and cost usage
• Troubleshoot environment issues including IAM permissions Studio startup failures kernel problems and model deployment errors
• Implement logging and monitoring using Cloud Watch Cloud Trail and Sage Maker Model Monitor

• Administer IAM roles policies KMS keys VPC configurations and private network access
• Enforce data governance including fine grained access to S3 buckets and datasets
• Ensure compliance with organizational security frameworks eg least privilege zero trust encryption in transit at rest