Azure Data Engineer

5 - 8 years

10 - 11 Lacs

Posted:-1 days ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

  • Analyze existing

    Hadoop, Pig, and Spark

    scripts from Dataproc and refactor them into Databricks-native PySpark.
  • Implement

    data ingestion and transformation pipelines

    using Delta Lake best practices.
  • Apply

    conversion rules and templates

    for automated code migration and testing.
  • Conduct

    data validation

    between legacy and migrated environments (schema, count, and data-level checks).
  • Collaborate on developing

    AI-driven tools

    for code conversion, dependency extraction, and error remediation.
  • Ensure best practices for code versioning, error handling, and performance optimization.
  • Participate in UAT, troubleshooting, and post-migration validation activities.

Technical Skills

  • Core:

    Python, PySpark, SQL
  • Databricks:

    Delta Lake, Unity Catalog, Databricks Workflows, MLflow (basic understanding)
  • GCP:

    Dataproc, BigQuery, GCS, Composer/Airflow, Cloud Functions
  • Data Engineering:

    Hadoop, Hive, Pig, Spark SQL
  • Automation:

    Experience with migration utilities or AI-assisted code transformation tools
  • CI/CD:

    Git, Jenkins, Terraform (preferred)
  • Validation:

    Data comparison utilities (Delta-to-Delta, DataFrame diffing, schema validation)

Preferred Experience

  • 5-8 years in data engineering or big data application development.
  • Hands-on experience migrating Spark or Hadoop workloads to Databricks.
  • Familiarity with

    Delta architecture

    ,

    data quality frameworks

    , and

    GCP cloud integration

    .
  • Exposure to

    GenAI-based tools

    for automation or code refactoring is a plus.
EXPERIENCE
  • 6-8 Years

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