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2 days ago
We are looking for a seasoned Machine Learning Platform Lead to drive the development of a cutting-edge AWS machine learning platform. The ideal candidate will have a strong background in designing and implementing scalable machine learning architectures on AWS.
The role involves leading architecture and design of a scalable AWS data & ML platform, architecting MLOps pipelines, model versioning, and SageMaker workflows, as well as designing efficient data models for real-time and analytical workloads.
A strong understanding of data security, role-based access, and compliance is crucial. Experience with telecom-scale datasets and AWS Certifications (e.g., Solutions Architect, ML Specialty) are highly valued.
- Key Responsibilities:
- Lead architecture and design of a scalable AWS data & ML platform
- Architect MLOps pipelines, model versioning, and SageMaker workflows
- Design efficient data models for real-time and analytical workloads
- Oversee migration of legacy data systems to AWS
- Evaluate and implement big data solutions using EMR, Redshift, StepFunctions
- Drive cost optimization and enforce data access controls
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