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MLOps Architect

13 - 20 years

15 - 20 Lacs

Bengaluru

Posted:5 months ago| Platform: Naukri logo

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Skills Required

Architect data science Coding GCP data manipulation Packaging Infrastructure jenkins Monitoring Python

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Work from Office

Job Type

Full Time

Job Description

Required Qualifications


  • Overall Experience

    : 14+ years in software engineering, data engineering, or data science roles.

  • Relevant MLOps Experience

    : 4 5 years of hands-on experience designing and implementing MLOps frameworks.

  • Technical Expertise

    :

    • MLflow

      : Proficient with experiment tracking, model registry, and model packaging.

    • Feast Feature Store

      : Demonstrated experience implementing and managing feature stores at scale.

    • Model Serving

      : In-depth understanding of deployment strategies (batch/streaming/real-time) using Docker, Kubernetes, or similar tools.

    • Model Monitoring

      : Experience setting up performance metrics, alerting, and drift detection.

    • Python

      : Extensive coding experience (data manipulation, building APIs, scripting).

    • Cloud & DevOps

      : Familiarity with AWS, Azure, or GCP services, CI/CD tools (Jenkins, GitLab CI, etc. ), and infrastructure-as-code (Terraform, CloudFormation).




Mlops Architect, Mlflow

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