Senior Systems Engineer - Data DevOps/MLOps

Responsibilities

• Design CI/CD pipelines for data integration and machine learning model deployment
• Deploy and maintain infrastructure for data processing and model training using cloud services
• Automate processes like data validation, transformation, and workflow orchestration
• Coordinate with data scientists, software engineers, and product teams to integrate ML models into production environments
• Enhance performance and reliability by optimizing model serving and monitoring processes
• Ensure data versioning, lineage tracking, and reproducibility across ML experiments
• Identify improvements for deployment processes, scalability, and infrastructure resilience
• Implement security measures to safeguard data integrity and maintain compliance
• Resolve issues in the data and ML pipeline lifecycle

Languages