Wits Innovation Lab
Wits Innovation Lab

MLOps Engineer

Wits Innovation Lab
Gurugram, Haryana, India 
+1 more
Full-time3 - 10 yrs
5ds ago2 views1 clicked apply
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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. 4. Automate the training, testing and deployment processes for machine learning models
Continuously monitor and maintain models in production, ensuring optimal
performance, accuracy and reliability
5. 6. 7. 8. 9. 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
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
• 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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