We are seeking a highly skilled MLOps Engineer to design, deploy, and manage machine learning pipelines in Google Cloud Platform (GCP).
Requirements
- Managing the deployment and maintenance of machine learning models in production environments and ensuring seamless integration with existing systems.
- Monitoring model performance using metrics such as accuracy, precision, recall, and F1 score, and addressing issues like performance degradation, drift, or bias.
- Troubleshoot and resolve problems, maintain documentation, and manage model versions for audit and rollback.
- Analyzing monitoring data to preemptively identify potential issues and providing regular performance reports to stakeholders.
- Optimization of the queries and pipelines.
- Modernization of the applications whenever required