Infra Engineer (MLOps Engineer)

6 - 8 years

18 - 20 Lacs

Posted:2 weeks ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

**APPLICABLE ONLY FOR IMMEDIATE JOINERS**

Job Title:

Location:

Job Overview:

Infrastructure Engineer with strong MLOps expertise

Key Responsibilities:

  • Design and implement

    MLOps pipelines

    for training, testing, deployment, and monitoring of ML models
  • Build and maintain scalable

    cloud infrastructure

    (AWS, GCP, or Azure) to support AI/ML workloads
  • Automate CI/CD workflows for ML models using tools like

    GitHub Actions, Jenkins, or GitLab CI

  • Manage containerized environments using

    Docker

    and

    Kubernetes

  • Monitor, log, and troubleshoot production ML systems to ensure high availability
  • Ensure version control for models, datasets, and experiments using tools like

    MLflow, DVC, or Weights & Biases

  • Collaborate with data scientists and backend teams to streamline model deployment and scaling

Required Skills & Experience:

  • 6-8 years of experience in

    DevOps, Infrastructure Engineering

    , or

    MLOps

    roles
  • Strong hands-on experience with

    cloud platforms

    (AWS, GCP, or Azure)
  • Proficient in

    containerization (Docker)

    and

    orchestration (Kubernetes)

  • Solid understanding of

    CI/CD pipelines

    ,

    infrastructure as code (Terraform, Ansible)

  • Experience with

    ML pipeline orchestration

    tools such as

    Kubeflow, Airflow, or SageMaker Pipelines

  • Familiarity with ML lifecycle management and versioning tools (MLflow, DVC, etc.)
  • Proficiency in scripting languages:

    Python, Bash, or Shell

  • Strong debugging and system monitoring skills (Prometheus, Grafana, ELK, etc.)

Preferred Qualifications:

  • Experience supporting large-scale

    machine learning platforms in production

  • Understanding of security, networking, and compliance in ML systems
  • Knowledge of model serving frameworks (TensorFlow Serving, TorchServe, Triton, etc.)
  • Certification in AWS/GCP or Kubernetes is a plus

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