Role : Mlops DevOps
Location : Atlanta/ Charlotte candidates preferred
Duration: 5 Months
Key Responsibilities
- 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.
Required Skills
- 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.
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.
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