Wits Innovation Lab - MLOps Engineer in Bombay, भारत
Wits Innovation Lab
Bombay, भारत
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 https://jobeax.com/link/wJIgo45kO3tINlTo skills and experience:- 3 - 10 years of experience in MLOps, DevOps or a related field.- Bachelors 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. (ref:hirist.tech)
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