- Strong experience in Azure - mainly Azure ML Studio AKS Blob storage ADF ADO Pipelines
- Ability and experience to register and deploy ML/ AI/ GenAI models via Azure ML Studio
- Working knowledge of deploying models in AKS Clusters
- Design and implement data processing training inference monitoring pipelines using Azure ML
- Excellent Python skills - environment setup and dependency management coding as per best practices - knowledge of automatic code review tools like Linting and Black
- Experience with MLflow for model experiments logging artifacts and models monitoring
- Experience in orchestrating machine learning pipelines using MLOPs best practices
- Experience in DevOps with CI/CD knowledge (Git in Azure Devops)
- Experience in model monitoring (drift detection and performance monitoring)
- Fundamentals of Data engineering
- Docker based deployment is good to have
Strong experience in Azure - mainly Azure ML Studio AKS Blob storage ADF ADO Pipelines Ability and experience to register and deploy ML/ AI/ GenAI models via Azure ML Studio Working knowledge of deploying models in AKS Clusters Design and implement data processing training inference monitoring pipe...
- Strong experience in Azure - mainly Azure ML Studio AKS Blob storage ADF ADO Pipelines
- Ability and experience to register and deploy ML/ AI/ GenAI models via Azure ML Studio
- Working knowledge of deploying models in AKS Clusters
- Design and implement data processing training inference monitoring pipelines using Azure ML
- Excellent Python skills - environment setup and dependency management coding as per best practices - knowledge of automatic code review tools like Linting and Black
- Experience with MLflow for model experiments logging artifacts and models monitoring
- Experience in orchestrating machine learning pipelines using MLOPs best practices
- Experience in DevOps with CI/CD knowledge (Git in Azure Devops)
- Experience in model monitoring (drift detection and performance monitoring)
- Fundamentals of Data engineering
- Docker based deployment is good to have
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