Google Vertex AI

2 tygodni temu


Kraków, Lesser Poland N Consulting Ltd Pełny etat
  • Model Deployment and Management:
    • 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.
  • Monitoring, Troubleshooting, Security & Compliance, Documentation :
    • Implement monitoring solutions for tracking model performance and data drift.
    • Respond to and troubleshoot issues related to deployed machine learning models.
    • Ensure that machine learning operations comply with security and regulatory standards.
    • Implement security measures to protect sensitive data used in machine learning models.
    • Document MLOps processes, configurations, and best practices.
    • Communicate effectively with cross-functional teams, including compliance analytics, software engineers, and stakeholders.


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