More jobs:
MLOps Engineer; SageMaker
Job in
Plano, Collin County, Texas, 75086, USA
Listed on 2026-09-01
Listing for:
mroads
Full Time
position Listed on 2026-09-01
Job specializations:
-
IT/Tech
Cloud Computing: Infrastructure & Operations
Job Description & How to Apply Below
Mroads is looking for a "MLOps Engineer" with experience in Sage Maker for one of the direct clients in Plano, TX.
Requirements:- 10-15 years of software engineering experience focused on cloud infrastructure or ML platform operations
- 5+ years hands-on with AWS, including deep expertise in Amazon Sage Maker (Studio, Pipelines, Model Registry, Endpoints, Feature Store)
- 3+ years building and operating production MLOps pipelines — training, versioning, deployment, monitoring, rollback
- Experience with Sage Maker Unified Studio or Studio Classic — domain/project setup, blueprints, multi-tenant configuration
- Infrastructure-as-Code with Terraform, CDK, or Cloud Formation
- IAM design for ML platforms — execution roles, service roles, cross-account access, Lake Formation, SSO/SAML
- MLflow or equivalent experiment tracking
- Sage Maker Pipelines or similar workflow orchestration (Airflow, Step Functions)
- Model serving — real-time endpoints, batch transform, auto-scaling, endpoint monitoring
- Snowflake as a data source for ML pipelines
- Kubernetes (EKS) and container orchestration
- Networking and security — VPC, security groups, private endpoints, cross-account connectivity
Skills:
- Sage Maker Feature Store for online/offline feature management
- AWS Machine Learning Specialty certification
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