09 Oct
|
EPAM Systems
|
Hyderabad
09 Oct
EPAM Systems
Hyderabad
We're looking for a talented and dedicated Lead Systems Engineer who brings Data DevOps/MLOps expertise to help enhance efficiency and drive innovation in our data and machine learning operations.
Responsibilities
• Build, launch, and oversee CI/CD pipelines that enable smooth data integration and ML model rollout
• Create a strong infrastructure foundation for training, processing, and serving machine learning models through cloud-based platforms
• Streamline operations by automating essential workflows like data transformation, validation, and orchestration
• Partner with cross-functional teams such as data engineers and scientists to bring ML solutions into live production environments
• Enhance reliability, performance monitoring, and model serving within production systems
• Maintain reproducibility, lineage tracking, and data versioning throughout ML workflows and experiments
• Spot and act on opportunities to boost the infrastructure's resilience, efficiency, and scalability
• Apply strict security protocols to protect data and maintain regulatory compliance
• Troubleshoot and fix technical problems within ML deployment workflows and data pipelines
Requirements
• A Bachelor's or Master's degree in Data Engineering, Computer Science, or a related area
• Over 8 years working in MLOps, Data DevOps, or similar fields
• Strong command of cloud platforms including GCP, AWS, or Azure
• Proficiency with Infrastructure as Code tools such as Ansible, CloudFormation, or Terraform
• Capability in orchestration and containerization technologies like Kubernetes and Docker
• Practical experience using data processing frameworks such as Databricks and Apache Spark
• Solid Python skills along with familiarity with libraries like PyTorch, TensorFlow, and Pandas
• Familiarity with CI/CD tools including GitHub Actions, GitLab CI/CD, and Jenkins
• Working knowledge of MLOps platforms and version control systems such as Kubeflow, MLflow, and Git
• Awareness of alerting and mo
📌 Lead Systems Engineer (Hyderabad)
🏢 EPAM Systems
📍 Hyderabad