Senior Data DevOps Engineer (MLOps)

EPAM Systems

📍 Georgia, Kazakhstan, Armenia On-Site ⏳ 21h ago
AI assistant

Job Description

We are seeking a Senior Data DevOps Engineer (MLOps) with strong machine learning and Google Cloud Platform experience to design, develop, and implement continuous deployment pipelines for ML models.

Responsibilities

  • Design, develop, and implement MLOps pipelines for the continuous deployment and integration of ML models
  • Collaborate with data scientists to understand model requirements and optimize deployment processes
  • Automate the training, testing, and deployment processes for machine learning models
  • Monitor and maintain models, 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