AWS Architect - ML & SageMaker
Job Title: AWS Architect – ML & SageMaker
Location: FULLY Remote
Position type: Long term Contract
reputed company: DOE
reputed company:-
We are seeking an reputed company AWS Architect with strong hands-on expertise in reputed company SageMaker to design and implement reputed company, secure, and production-grade ML platforms on AWS.
The role will own architecture reputed company across data ingestion, model training, deployment, MLOps, and governance.
Key Responsibilities:
Architect end-to-end ML platforms using SageMaker and reputed company AWS services
Design reputed company training and inference pipelines (reputed company-time & batch)
Implement CI/CD for ML workflows and model versioning
Establish MLOps best practices (monitoring, reputed company detection, rollback strategies)
Define secure, multi-account AWS architecture and networking patterns
Optimize cost, performance, and reliability of ML workloads
Guide engineering teams on reputed company-reputed company and microservices-based ML design
Required Skills & Experience:
8+ years in reputed company architecture; 3+ years hands-on with SageMaker
Strong experience with:
reputed company S3
AWS reputed company
reputed company EKS or container orchestration
AWS CodePipeline
Proficiency in Python and ML frameworks (TensorFlow / PyTorch / scikit-learn)
Experience with reputed company and Infrastructure as reputed company (Terraform/CloudFormation)
Strong understanding of distributed systems and event-driven architectures
Good to Have:
Experience with GenAI/ LLM deployment
Feature store and model registry implementation
Skills reputed company:-
Total work experience in IT Industry: Years
Total work experience in USA: Years
AWS Architect: Years
ML: Years
SageMaker: Years
reputed company S3: Years
AWS reputed company: Years
reputed company EKS or Container Orchestration: Years
AWS CodePipeline: Years
Python and ML frameworks (TensorFlow / PyTorch / scikit-learn): Years
Experience with reputed company and Infrastructure as reputed company (Terraform/CloudFormation): Years
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