Machine Learning Engineer

2 months ago


Bangalore City, India Deloitte Full time

Hi, We are looking for Candidates who are having experience as ML Ops Engineer.Experience Required: 7+ years.Location: Bengaluru, Karnataka, IndiaResponsibilities:Model Deployment & Management:Design and implement end-to-end pipelines for deploying machine learning models into production environments.Ensure models are scalable and reliable and maintain high performance throughout their lifecycle.Automate the deployment and monitoring processes to enhance efficiency.Monitoring & Maintenance:Monitor the performance of machine learning models in production to ensure they meet expected accuracy and latency.Set up alerting systems to identify and respond to issues in real time.Troubleshoot and resolve any issues related to model performance, data drift, and system integration.Collaboration & Integration:Work closely with data scientists, software engineers, and product teams to understand model requirements and deployment needs.Integrate machine learning models with existing systems and data pipelines.Facilitate effective communication between teams to support seamless model deployment and operation.Infrastructure & Tools:Develop and maintain the infrastructure required for deploying, scaling, and monitoring machine learning models.Utilize cloud platforms (e.G., AWS, Azure, GCP) and containerization technologies (e.G., Docker, Kubernetes) for deployment and scaling.Implement CI/CD pipelines and best practices for model versioning and deployment.Security & Compliance:Ensure deployed models comply with data privacy and security regulations.Implement measures to safeguard sensitive data and manage access controls effectively.Optimization & Improvement:Continuously assess and optimize model performance and deployment processes.Research and integrate new tools, technologies, and methodologies to enhance ML operations.



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