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EXL

Data Quality Engineer-Azure Data Platform Testing

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Data Quality Engineer – Azure Data Platform Testing

Overview
Seeking a seasoned Azure Data Engineer Tester to drive test strategy and ensure data quality across a large-scale Azure data platform modernization initiative. Data is a critical enterprise asset, and this role ensures accurate ingestion, transformation, storage, and reporting across cloud-based data solutions. The ideal candidate has test lead experience, strong automation skills, Agile exposure, and familiarity with P&C insurance domains.

Key Responsibilities

Test Strategy & Leadership

  • Drive overall test strategy and create effective test cases and scenarios based on business and user requirements
  • Define and implement test automation strategy, ensuring the right balance of manual and automated testing
  • Participate in architecture, design, requirements, and code reviews; provide feedback to stakeholders

Azure Data Pipeline Testing

  • Test Azure data pipelines built using services such as Microsoft Azure, Azure Data Factory, and Azure Synapse Analytics
  • Validate end-to-end data movement from source to destination across batch and streaming workflows

Ensure Data Quality & Accuracy

  • Validate ETL/ELT transformations across Medallion architecture layers
  • Identify missing, duplicate, or incorrect data and ensure business rules are applied accurately
  • Validate analytical outputs such as dashboards, reports, and data visualizations

Database & Storage Validation

  • Test data stored in Azure SQL Database and Azure Data Lake Storage for integrity, reliability, and performance
  • Validate schema, source-to-target mappings, and data models

Automation & Performance Testing

  • Develop automated test scripts using SQL, Python, and PySpark
  • Perform performance, scalability, and load testing of pipelines and data platforms
  • Track defects and test cycles using Jira

Desired Skills & Competencies

Data & Technical Acumen

  • Strong understanding of data warehousing concepts, star schemas, data marts, and Medallion architecture
  • Ability to read data models and update source-to-target mapping documents
  • Hands-on experience with Snowflake, Azure, DBT, Python, and PySpark

Industry & Methodology

  • Experience working in Agile environments
  • Knowledge of Property & Casualty (P&C) and Specialty Insurance is preferred

Key Responsibilities

Test Strategy & Leadership

  • Drive overall test strategy and create effective test cases and scenarios based on business and user requirements
  • Define and implement test automation strategy, ensuring the right balance of manual and automated testing
  • Participate in architecture, design, requirements, and code reviews; provide feedback to stakeholders

Azure Data Pipeline Testing

  • Test Azure data pipelines built using services such as Microsoft Azure, Azure Data Factory, and Azure Synapse Analytics
  • Validate end-to-end data movement from source to destination across batch and streaming workflows

Ensure Data Quality & Accuracy

  • Validate ETL/ELT transformations across Medallion architecture layers
  • Identify missing, duplicate, or incorrect data and ensure business rules are applied accurately
  • Validate analytical outputs such as dashboards, reports, and data visualizations

Database & Storage Validation

  • Test data stored in Azure SQL Database and Azure Data Lake Storage for integrity, reliability, and performance
  • Validate schema, source-to-target mappings, and data models

Automation & Performance Testing

  • Develop automated test scripts using SQL, Python, and PySpark
  • Perform performance, scalability, and load testing of pipelines and data platforms
  • Track defects and test cycles using Jira

Bachelors Degree

Skills

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See also

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