Ml Architect

2 weeks ago

India Zensar Full time

MLOps ML Architect - 01 starts August 14 - 16 years of total experience 3 - 5 years of relevant experience on Sagemaker AI Hands on experience of the following - Structure a ML system batch real-time or LLM as modular ML pipelines that can be independently developed tested and operated Ensure the consistency of feature data between offline training and online operations Govern data in a feature store and promote collaboration between teams with a feature store Implement MLOps principles of automated testing versioning and monitoring of features and models The modeling skills required for ML How to train ML models from time-series tabular data in a feature store How to personalize LLMs using fine-tuning and RAG How to validate models using evaluation data from a feature store Identify and develop reusable model-independent features Identify and develop model-dependent features Identify and develop on-demand real-time features validate feature data test feature functions and test ML pipelines Schedule feature pipelines and batch inference pipelines Deploy real-time models connected to a feature store Log and monitor features and models with a feature store Develop user-interfaces to ML systems

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