Senior Data DevOps Engineer (MLOps)
EPAM Systems
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