Lead Assistant Manager
EXLAbout the role
1. Develop and maintain end-to-end Data Engineering pipelines for deploying, monitoring, and scaling machine learning models.
2. Collaborate with data scientists, software engineers, and DevOps teams to ensure seamless integration of ML models into production systems.
3. Optimize model deployment processes by leveraging containerization technologies such as Docker or Kubernetes.
4. Implement continuous integration/continuous deployment (CI/CD) practices for ML model development lifecycle management.
6. Monitor deployed ML models in production environments to identify performance issues or anomalies.
7. Work closely with cross-functional teams to troubleshoot issues related to model performance or data quality in production systems.
8. Stay up-to-date with the latest advancements in MLOps toolkits, frameworks, best practices, and industry trends.
1. Develop and maintain end-to-end Data Engineering pipelines for deploying, monitoring, and scaling machine learning models.
2. Collaborate with data scientists, software engineers, and DevOps teams to ensure seamless integration of ML models into production systems.
3. Optimize model deployment processes by leveraging containerization technologies such as Docker or Kubernetes.
4. Implement continuous integration/continuous deployment (CI/CD) practices for ML model development lifecycle management.
6. Monitor deployed ML models in production environments to identify performance issues or anomalies.
7. Work closely with cross-functional teams to troubleshoot issues related to model performance or data quality in production systems.
8. Stay up-to-date with the latest advancements in MLOps toolkits, frameworks, best practices, and industry trends.
1. Bachelor's degree in Computer Science or a related field; advanced degree preferred.
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