- 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.
Desired Skills
Machine Learning
Desired Candidate Profile
Qualifications : BACHELOR OF TECHNOLOGY