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MLOps Engineer

3 - 10 years

4 - 8 Lacs

mumbai

Posted:7 hours ago| Platform: Naukri logo

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Skills Required

automation version control data science shell scripting machine learning jenkins deployment data privacy python

Work Mode

Work from Office

Job Type

Full Time

Job Description

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

Required Skills

shell scripting jenkins python Mlops

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