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MLOps Engineer | Chennai /Hyderabad | On-site | 3+ Years | Immediate Joiner

12 years

0 Lacs

chennai tamil nadu india

Posted:6 days ago| Platform: Linkedin logo

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Skills Required

design learning ml management integration data experimentation automate training testing monitoring model versioning deployment logging software reliability tensorflow pytorch github jenkins gitlab docker kubernetes aws sagemaker azure gcp vertex etl debugging code terraform mlflow security

Work Mode

On-site

Job Type

Full Time

Job Description

Job Title:

Location:

Experience:

Notice Period:


MLOps Engineer


Key Responsibilities

  • Build, deploy, and manage

    end-to-end ML pipelines

    from experimentation to production.
  • Develop and maintain

    CI/CD workflows

    for ML models.
  • Automate training, testing, monitoring, and retraining processes.
  • Manage

    model versioning, deployment, and scaling

    in production environments.
  • Ensure

    observability, logging, and monitoring

    for ML models and pipelines.
  • Collaborate with data scientists, data engineers, and software engineers to deliver robust ML solutions.
  • Optimize cost, performance, and reliability of ML infrastructure.


Required Skills

  • Strong proficiency in

    Python

    and ML frameworks (TensorFlow, PyTorch, Scikit-learn).
  • Hands-on experience with

    CI/CD tools

    (GitHub Actions, Jenkins, GitLab CI/CD, Argo).
  • Proficiency in

    Docker, Kubernetes, and container orchestration

    .
  • Experience with

    cloud platforms

    (AWS Sagemaker, Azure ML, GCP Vertex AI).
  • Knowledge of

    ML model monitoring, logging, and A/B testing

    .
  • Understanding of

    data pipelines, ETL, and feature stores

    .
  • Strong problem-solving and debugging skills.


Good to Have

  • Experience with

    infrastructure as code (IaC)

    using Terraform/CloudFormation.
  • Exposure to

    data versioning tools

    like DVC, MLflow, or Kubeflow.
  • Knowledge of

    security and compliance

    in ML systems.

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