Mlops DevOps

• Build and manage end-to-end MLOps pipelines using AWS SageMaker and SageMaker Domains.
• Develop GitLab CI/CD pipelines for automated model build, testing, and deployment.
• Automate AWS infrastructure using Terraform / IaC.
• Containerize workloads using Docker and manage images through Amazon ECR.
• Design secure AWS environments using VPC, IAM, Security Groups, and SNS.
• Develop data pipelines using PySpark and integrate with Snowflake.
• Implement SageMaker model monitoring for drift, performance, data quality, and alerts.
• Support model deployment, versioning, rollback, monitoring, and troubleshooting.
• Ensure security, governance, compliance, and auditability of MLOps workflows in a banking environment.
• Collaborate with Data Science, ML Engineering, Data Engineering, Cloud, and Security teams.

• AWS SageMaker & SageMaker Domains
• MLOps / ML Pipeline Development
• GitLab CI/CD
• Terraform / Infrastructure as Code
• Docker & Amazon ECR
• AWS VPC & IAM
• Python & PySpark
• Snowflake
• SageMaker Model Monitoring (Drift & Performance)
• AWS SNS / CloudWatch
• Model Deployment & Governance
• AWS Cloud Security & Compliance

Experience with AWS VPC, IAM, SNS, PySpark, Snowflake, and SageMaker Model Monitoring is required. The ideal candidate should also have experience with model drift/performance monitoring, cloud security, governance, auditability, and compliance, preferably within the banking or financial services industry. Key Skills: AWS SageMaker | SageMaker Domains | MLOps | GitLab CI/CD | Terraform | Docker | ECR | VPC | IAM | SNS | PySpark | Snowflake | Model Monitoring | Python | AWS Cloud Security.

• $105,000-160,000 per year Cargill’s size and scale allows us to make a positive impact in the world. Our purpose is to nourish the world in a safe, responsible and sustainable way. We are a family company p…

• 10 days ago +

Cargill

• Atlanta, GA

• $105,000-160,000 per year Cargill’s size and scale allows us to make a positive impact in the world. Our purpose is to nourish the world in a safe, responsible and sustainable way. We are a family company p…, Cargill

• Decatur, GA
• $105,000-160,000 per year Cargill’s size and scale allows us to make a positive impact in the world. Our purpose is to nourish the world in a safe, responsible and sustainable way. We are a family company p…