MLOps Engineer

7 days ago


Mumbai India Wits Innovation Lab Full time

Job Description Responsibilities:- - Design, develop, and implement MLOps pipelines for the continuous deployment and integration of machine learning models - Collaborate with data scientists and engineers to understand model requirements and optimize deployment processes - Automate the training, testing and deployment processes for machine learning models - Continuously monitor and maintain models in production, ensuring optimal performance, accuracy and reliability - Implement best practices for version control, model reproducibility and governance - Optimize machine learning pipelines for scalability, efficiency and cost-effectiveness - Troubleshoot and resolve issues related to model deployment and performance - Ensure compliance with security and data privacy standards in all MLOps activities - Keep up to date with the latest MLOps tools, technologies and trends - Provide support and guidance to other team members on MLOps practices Required skills and experience:- - 3-10 years of experience in MLOps, DevOps or a related field - Bachelor's degree in computer science, Data Science or a related field - Strong understanding of machine learning principles and model lifecycle management - Experience in Jenkins pipeline development - Experience in automation scripting


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