Skills

Data Governance Encryption Monitoring Training AWS

Job Specifications

JOB DESCRIPTION:

We are looking for a skilled AWS SageMaker Administrator to oversee operate secure and optimize our enterprise SageMaker 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 modelbuilding role its a platform and operations role responsible for keeping SageMaker running smoothly at scale

SageMaker Platform Administration

Manage and configure SageMaker Studio Domains and User Profiles

Maintain and monitor SageMaker Notebooks JumpStart Feature Store Pipelines and Endpoints

Configure Lifecycle Configurations for reproducible environments

Ensure proper versioning and management of custom images kernels and ECR containers

Operational Support Monitoring

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 CloudWatch CloudTrail and SageMaker Model Monitor

Security Compliance

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

About the Company

GAC Solutions was designed to help our client partners build winning teams. We believe expertise born from extensive experience is the best foundation to achieve this mission. Founded in 2012, GAC is headquartered in Chicago, IL, with global offices in Hyderabad, India and Monterrey, Mexico. GAC Solutions is a diverse Minority Business Enterprise (MBE), certified by the National Minority Supplier Development Council. With decades of staffing expertise, GAC has developed processes to improve the staffing transformation jo... Know more