Senior Software Engineer - Bengaluru, Karnataka
1 month ago
Job Summary
We are looking for an MLOps Engineer (Azure) to help design, deploy and operate enterprise-scale machine learning systems.
Responsibilities
- Build and maintain end-to-end MLOps pipelines on Azure for training, validation, deployment and monitoring.
- Design and operate ML infrastructure using Azure Machine Learning AKS containerized workloads.
- Implement CI/CD pipelines for ML using Azure DevOps or GitHub Actions.
- Promote models safely in production ensuring security access control compliance of ML systems in production support batch real-time inference at scale implement monitoring observability model performance data drift system health ensure security access control compliance of ML systems in production work closely with Data Science Backend DevOps Product teams to ensure solutions are business critical Key Responsibilities Build maintain endtoend MLOps pipelines on AZURE for training validation deployment monitorinng Design operate ML Infrastructur eusing AZURE MACHINE LEARNING AKS contaierned workload Implement CICD pipeline sfor ml usign AAZRE DEVOPS OR GITHUB ACTION Manage full model lifecycle including versioning promotion rollback retraining Support batch real time inference at scale Implement monitring obsrevability model performace datadrift systm healht Ensure secuirty acces control complance of mlsystems in prodcution Collaborate woth Datascience devops teems on cloud standadrd Contribute definig molops best practices platoform stdards Required Skills Experience 3+ years software engineering ml enginnering molop experience Hands-on experinece wth Microsoft azure includgin Azur machine learnign azkser azue blob storage/data lake azuer contenr registry Docker kubernetes Strong python skills expereince deploynig ml models Expereince building maintining cicd pipeline Familiarity wthml frmaeworks pytorch tensorflow scikit-learn Understanding producction montorring logging relibailty Good Have Experince LLM RAG PIPELINE GENAI SYSTEM INFRASTRUTURE AS CODE TERRAFORM BICEP Exposure enterprice regulatd environments experiens suportting multitem multi product MLS sytem
Job description
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