Posted:8 hours ago|
Platform:
Work from Office
Full Time
Key / Primary Responsibilities: '
'* Design and manage CI/CD pipelines for ML model deployment.
* Provision and maintain scalable infrastructure using Kubernetes, Docker, AWS Lambda, or cloud services (AWS/GCP/Azure).
* Automate model deployment workflows, ensuring reproducibility and version control.
* Implement monitoring, alerting, and observability for ML systems (latency, throughput, data drift, failures).
* Integrate with model orchestration pipelines (Airflow, Prefect) to support retraining and inference workflows.
* Manage model registry, versioning, and rollout strategies (blue/green, canary deployments).
* Ensure security, compliance, and cost optimization for ML infra.
* Manage vector databases (Opensearch, Pinecone, FAISS, Milvus) for GenAI retrieval pipelines
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