Job Description
The Responsibilities associated with this position include:
Review the deployment, monitoring, and maintenance aspects of machine learning related initiatives.
- Design, develop, and implement MLOps pipelines for the continuous deployment and integration of machine learning models.
- Collaborate with data scientists, data engineers, and domain experts to understand model requirements and optimize deployment processes.
- 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...
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