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MLOps Engineer - Python/FastAPI (5-7 yrs) Bangalore (Analytics & Data Science)
Location:
Bangalore
Description:
Skills Set :- Python, ML concepts and frameworks, Fast API, Graph QL, AWS, ML Flow, AirFlow, ML pipeline creation, drift monitoring.- Strong understating of Python, ML concepts and frameworks, Fast API, Graph QL.- Experience in developing scalable APIs.- Knowledge of AWS, preferred services are storage, EC2, Kubernetes.- Exposure of ML best practices, documentation and unit testing.- ML Flow, AirFlow, ML pipeline creation, drift monitoring and control.- Experience in developing and deploying machine learning models in a production environment using CI/CD.- Communicate with clients to understand requirements and ask right questions.- Knowledge of Django and database design will be added advantage.- Strong analytical and problem-solving skills.Responsibilities :- Model Deployment : Deploy ML models into production environments, ensuring reliability, scalability, and performance.- Infrastructure Management : Set up and manage infrastructure for ML model deployment, including cloud services, containerization platforms, and orchestration tools.- Continuous Integration and Deployment (CI/CD) : Implement CI/CD pipelines for ML workflows, enabling automated testing, validation, and deployment of models.- Monitoring and Logging : Develop monitoring and logging solutions to track the performance of deployed models, detect anomalies, and troubleshoot issues.- Model Versioning and Governance : Establish processes for versioning ML models, tracking changes, and ensuring compliance with regulatory requirements.- Scalability and Efficiency : Optimize ML model performance and resource utilization through techniques such as model serving optimization, batch processing, and distributed computing.- Collaboration : Collaborate with data scientists, software engineers, and DevOps teams to streamline the ML development lifecycle and improve cross-functional workflows.- Documentation and Knowledge Sharing : Document deployment processes, best practices, and troubleshooting guidelines to facilitate knowledge sharing and enable team members to work effectively (ref:hirist.tech)
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More About this Listing: MLOps Engineer - Python/FastAPI (5-7 yrs) Bangalore (Analytics & Data Science)
MLOps Engineer - Python/FastAPI (5-7 yrs) Bangalore (Analytics & Data Science) is a Engineering Engineer Job at Change Leaders located in India. Find other listings like MLOps Engineer - Python/FastAPI (5-7 yrs) Bangalore (Analytics & Data Science) by searching Oodle for Engineering Engineer Jobs.
MLOps Engineer - Python/FastAPI (5-7 yrs) Bangalore (Analytics & Data Science) is a Engineering Engineer Job at Change Leaders located in India. Find other listings like MLOps Engineer - Python/FastAPI (5-7 yrs) Bangalore (Analytics & Data Science) by searching Oodle for Engineering Engineer Jobs.