EXL·2 months ago
2 months ago
AWS Sage Maker
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What you'll do
- Designing, deploying, and managing end-to-end machine learning (ML) lifecycles using Amazon SageMaker
- Designing and maintaining CI/CD pipelines for ML, containerizing models with Docker, and setting up SageMaker endpoints
- Monitoring model health, managing infrastructure, and ensuring data governance
- Defining persona-based roles with SageMaker Role Manager, creating SageMaker Unified Studio domains/user profiles, and managing VPC configurations.
What they're looking for
- 10+ years of experience with at least 7+ years of AWS cloud transformation & DevOps
- Experience in designing, deploying, and managing end-to-end machine learning (ML) lifecycles using Amazon SageMaker
- Designing and maintaining CI/CD pipelines for ML, containerizing models with Docker, and setting up SageMaker endpoints
- Monitoring model health, managing infrastructure, and ensuring data governance
- A strong understanding of evolving DevOps, SRE, Observability ecosystem in the context of hybrid cloud
- Defining persona-based roles with SageMaker Role Manager, creating SageMaker Unified Studio domains/user profiles, and managing VPC configurations.
Nice to have
- 5 + years AWS Architecture experience is highly desirable
- AWS Solution Architect certification is highly desirable
Summarised by NextRaise from the employer’s description, which follows in full below.
Full description from employer
Requirements:
- 10+ years of experience with at least 7+ years of AWS cloud transformation & DevOps
- Experience in designing, deploying, and managing end-to-end machine learning (ML) lifecycles using Amazon SageMaker
- Designing and maintaining CI/CD pipelines for ML, containerizing models with Docker, and setting up SageMaker endpoints
- Monitoring model health, managing infrastructure, and ensuring data governance
- A strong understanding of evolving DevOps, SRE, Observability ecosystem in the context of hybrid cloud
- Defining persona-based roles with SageMaker Role Manager, creating SageMaker Unified Studio domains/user profiles, and managing VPC configurations.
- 5 + years AWS Architecture experience is highly desirable
- AWS Solution Architect certification is highly desirable
Company
EXL
Pune, India
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