5 - 8 years

12 - 17 Lacs

Posted:16 hours ago| Platform: Naukri logo

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Job Description

Job Title:

Experience Level:

About the Role

Senior Data Quality & Validation Engineer

cloud-based ecosystems (AWS, Azure, GCP)

Key Responsibilities

  • Design, implement, and execute

    comprehensive test strategies

    for both

    batch and streaming data pipelines

    .
  • Develop and maintain

    data validation and reconciliation frameworks

    to ensure accuracy and consistency across data layers.
  • Perform complex

    SQL-based data validation

    including joins, window functions, CTEs, and performance optimization.
  • Collaborate with data engineering teams to validate

    data models

    , perform

    synthetic data generation

    , and define

    data quality rulesets

    .
  • Integrate and automate data quality checks using

    Python

    ,

    Airflow DAGs

    , and orchestration frameworks.
  • Work with

    BigQuery

    ,

    Redshift

    ,

    Synapse

    , or

    Snowflake

    for analytical data validation and performance tuning.
  • Utilize

    Looker

    ,

    Power BI

    , or equivalent BI tools for data consistency verification and visualization-based testing.
  • Apply

    Prompt Engineering techniques

    to enhance test automation and data validation workflows.
  • Implement and leverage

    MCP (Model Context Protocol)

    for AI-assisted data validation and integration with LLM-driven systems.
  • Collaborate on

    AI-based data validation and testing tools

    leveraging

    Codex, GitHub Copilot, or Cursor

    .
  • Optionally, experiment with

    OpenAI APIs

    and

    LLM configuration

    to improve automation in data quality processes.
  • Support exploration and orchestration of

    AI agents

    for data pipeline monitoring and validation workflows.

Required Qualifications

  • Bachelor’s or Master’s degree

    in Computer Science, Data Engineering, or a related technical field.
  • 5–8 years of hands-on experience

    testing and validating

    data pipelines

    (batch and streaming).
  • Deep expertise with

    BigQuery

    ,

    Redshift

    ,

    Synapse

    , or equivalent data warehousing systems.
  • Experience with

    Snowflake

    and

    Looker

    or similar analytics/BI platforms on

    AWS

    or

    Azure

    .
  • Advanced SQL proficiency

    — joins, CTEs, window functions, query optimization, and large-scale data validation.
  • Strong command of

    Python

    for

    data validation

    ,

    automation scripting

    , and

    framework integration

    .
  • Working knowledge of

    Airflow

    or other

    data orchestration tools

    .
  • Proven experience in

    data modeling

    ,

    synthetic data creation

    , and defining

    data validation rule sets

    .
  • Mandatory:

    Prompt Engineering, Codex/GitHub Copilot/Cursor usage, and MCP implementation & usage.

Preferred / Nice-to-Have Skills

  • Familiarity with

    OpenAI APIs

    and

    LLM configuration

    .
  • Understanding of

    LLM fundamentals

    and

    AI Agent orchestration

    .
  • Experience integrating

    AI-driven automation

    within data engineering pipelines.

Soft Skills

  • Strong analytical and problem-solving abilities.
  • Excellent communication and collaboration skills across technical and non-technical teams.
  • Self-driven, detail-oriented, and comfortable working in a fast-paced, innovation-driven environment.

Why Join Us

  • Work at the intersection of

    Data Engineering and Generative AI

    .
  • Contribute to next-generation

    AI-integrated data validation frameworks

    .
  • Collaborate with a team passionate about innovation, automation, and data excellence.

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