Deploy and manage machine learning models using Google Cloud's Vertex AI.
Work closely with the teams in charge of data engineering and software development to make sure that data processing and analytics systems are deployed and run in a cost effective, efficient manner in production environments.
MLOps Automation:
Develop and maintain automated pipelines for model training, testing, and deployment.
Implement version control and continuous integration/continuous deployment (CI/CD) processes for machine learning models.
Infrastructure and Scalability:
Collaborate with DevOps teams to ensure the scalability and reliability of machine learning infrastructure.
Optimize and monitor model performance in production.