Empleos

Senior Systems Engineer - Data DevOps/MLOps

Posted 16 days ago
EPAM Systems
We're seeking a skilled Senior Systems Engineer with deep expertise in Data DevOps/MLOps to join our growing team.

The right candidate will bring strong knowledge of data engineering, pipeline automation, and the operationalization of machine learning models. This position calls for a collaborative professional capable of architecting, implementing, and maintaining large-scale data and ML pipelines that support the company's broader goals.

Responsibilities

  • Build, launch, and maintain CI/CD pipelines supporting data integration and ML model deployment
  • Establish and maintain cloud-based infrastructure for data processing and model training
  • Streamline data validation, transformation, and workflow orchestration through automation
  • Partner with data scientists, software engineers, and product teams to ensure seamless ML model integration into production environments
  • Improve model serving and monitoring capabilities to increase system performance and reliability
  • Oversee data versioning, lineage tracking, and reproducibility across ML experiments
  • Continuously identify opportunities to improve deployment workflows, scalability, and infrastructure resilience
  • Enforce robust security measures to protect data integrity and ensure regulatory compliance
  • Diagnose and resolve problems across the entire data and ML pipeline lifecycle

Requirements

  • Bachelor's or Master's degree in Computer Science, Data Engineering, or a related discipline
  • At least 5 years of experience in Data DevOps, MLOps, or comparable positions
  • Strong command of cloud platforms such as Azure, AWS, or GCP
  • Experience using Infrastructure as Code (IaC) tools like Terraform, CloudFormation, or Ansible
  • Skilled in containerization and orchestration tools, including Docker and Kubernetes
  • Practical experience with data processing frameworks like Apache Spark and Databricks
  • Strong programming skills in Python, along with familiarity in data manipulation and ML libraries such as Pandas, TensorFlow, and PyTorch
  • Working knowledge of CI/CD tools, including Jenkins, GitLab CI/CD, and GitHub Actions
  • Hands-on experience with version control systems and MLOps platforms such as Git, MLflow, and Kubeflow
  • Solid understanding of monitoring, logging, and alerting tools like Prometheus and Grafana
  • Strong analytical and problem-solving skills, with the ability to work both independently and collaboratively
  • Excellent communication and documentation abilities

Nice to have

  • Experience with DataOps principles and tools such as Airflow and dbt
  • Understanding of data governance platforms like Collibra
  • Exposure to Big Data technologies such as Hadoop and Hive
  • Relevant certifications in cloud computing or data engineering
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