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MLOps Engineer

MLOps Engineer

wits inovation lab

3 - 8 years

12 - 22 Lacs

mumbai

Posted:1 day ago| Platform:

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Skills Required

mlops jenkins performance optimization ml lifecycle management mlops pipeline development ci/cd security & compliance automation scripting model deployment & monitoring troubleshooting version control & governance docker & kubernetes

Work Mode

Work from Office

Job Type

Full Time

Job Description

MLOpsRole

Responsibilities

1. Design, develop, and implement MLOps pipelines for the continuous deployment and integration of machine learning models
2. Collaborate with data scientists and engineers to understand model requirements and optimize deployment processes
3. Automate the training, testing and deployment processes for machine learning models
4. Continuously monitor and maintain models in production, ensuring optimal performance, accuracy and reliability
5. Implement best practices for version control, model reproducibility and governance
6. Optimize machine learning pipelines for scalability, efficiency and cost-effectiveness
7. Troubleshoot and resolve issues related to model deployment and performance
8. Ensure compliance with security and data privacy standards in all MLOps activities
9. Keep up to date with the latest MLOps tools, technologies and trends
10. 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
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

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wits inovation lab

Education/Innovation

Johannesburg

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