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2 Days ago

DevOps Cloud Engineer

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Information Technology
Full-Time
Technology Next

Overview

DevOps Cloud Engineer
Experience: 5+ years
Work Mode: Hybrid
Location: Pune

Key Responsibilities:

  • Design and maintain scalable ML model deployment infrastructure using Kubernetes and Docker.
  • Implement CI/CD pipelines for ML workflows and automate deployment processes.
  • Ensure security best practices are followed across all environments and data workflows.
  • Set up and maintain monitoring and observability tools to track system health, model performance, and data pipeline issues.
  • Build, schedule, and manage data workflows using Apache Airflow or similar orchestration tools.
  • Collaborate with ML, data, and infra teams to streamline the end-to-end lifecycle of data products.
  • Identify and mitigate performance bottlenecks and data reliability issues in the ML infrastructure.

Required Skills & Qualifications:

  • Strong experience with Kubernetes and Docker for containerization and orchestration.
  • Hands-on experience in ML model deployment in production environments.
  • Proficiency with Airflow, Luigi, or other orchestration tools.
  • Familiarity with monitoring tools like Prometheus, Grafana, ELK Stack, or similar.
  • Knowledge of security protocols, identity access management, and role-based access control.
  • Experience in CI/CD pipelines and DevOps practices in a data/ML environment.
  • Understanding of data pipelines and streaming frameworks is a plus.
  • Exposure to cloud platforms (AWS/GCP/Azure) is preferred.

Nice to Have:

  • Experience with MLflow, Seldon, or Kubeflow.
  • Knowledge of data governance, lineage, and compliance standards.

Job Type: Full-time

Pay: ₹2,500,000.00 per year

Experience:

  • MLops: 5 years (Required)

Work Location: In person

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