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