08 Oct
|
EPAM Systems
|
Bengaluru
08 Oct
EPAM Systems
Bengaluru
We're seeking a motivated, detail-oriented Senior Systems Engineer who specializes in Data DevOps/MLOps to join our team.
The right candidate will have strong expertise in data engineering, pipeline automation, and embedding machine learning models into live operational systems. This position suits a collaborative individual skilled at creating, launching, and overseeing scalable data and ML pipelines that support organizational goals.
Responsibilities
• Build CI/CD pipelines to support data integration and ML model deployment
• Set up and manage cloud-based infrastructure for data processing and model training
• Streamline operations through automation of data validation, transformation, and workflow orchestration
• Partner with data scientists, software engineers, and product teams to bring ML models into production
• Boost reliability and performance through optimized model serving and monitoring
• Maintain data versioning, lineage tracking, and reproducibility throughout ML experiments
• Pinpoint opportunities to strengthen deployment workflows, scalability,
and infrastructure resilience
• Apply security protocols to protect data integrity and uphold compliance standards
• Troubleshoot and resolve issues throughout the data and ML pipeline lifecycle
Requirements
• Bachelor's or Master's degree in Computer Science, Data Engineering, or related discipline
• At least 5 years of experience working in Data DevOps, MLOps, or similar roles
• Hands-on experience with cloud platforms including Azure, AWS, or GCP
• Working knowledge of Infrastructure as Code (IaC) tools such as Terraform, CloudFormation, or Ansible
• Robust command of containerization and orchestration solutions like Docker and Kubernetes
• Experience working with data processing frameworks such as Apache Spark or Databricks
• Solid Python skills, along with familiarity with ML and data libraries like Pandas, TensorFlow, or PyTorch
• Exposure to CI/CD tools such as Jenkins, GitLab CI/CD, or GitHub Ac
📌 Senior Systems Engineer (Bengaluru)
🏢 EPAM Systems
📍 Bengaluru