QA TA Lead

4 weeks ago

Gurugram, India EXL Full time

Total Experience-3-6Yrs

Location-Gurgaon

Role and Responsibilities Overview:

  • Develop and implement a comprehensive quality assurance strategy for data engineering projects, ensuring that data quality standards are met throughout the data pipeline.
  • Collaborate with cross-functional teams to define test plans and strategies for validating data pipelines, ETL processes, and transformations using PySpark, Databricks, and SQL.
  • Design and execute tests using SQL queries and data profiling techniques to validate the accuracy, completeness, and integrity of data stored in various data repositories, including data lakes and databases.
  • Adhere to formal QA processes, ensuring that the Systems Implementation (SI) team is using industry-accepted best Practices.
  • Ensure data accuracy in both SQL and the Data Lakehouse platform. Use detailed and effective written communication skills to document the features tested and bugs found.
  • Conduct performance testing of data processing jobs and workflows to identify bottlenecks, optimize code, and improve overall system performance using PySpark performance tuning techniques.
  • Act as a key point of contact for all QA aspects of releases, providing test services and coordinating QA resources internally and externally in SQL, PySpark/Python, Databricks Delta, and Delta Live Tables.
  • Identify the critical defects and work with BI and Data Engineering teams to mitigate them; define and enforce the acceptance criteria for testing, which inherently determines the approval for code promotions to higher environments.


Candidate Profile

  • Bachelor’s/Master's degree in computer science/engineering, operations research, or related data and analytics areas; candidates with BA/BS degrees in the same fields from the top tier academic institutions are also welcome to apply

Proficiency in Data Engineering, Data Management (ETL) solutions with capabilities with HIVE (preferred)

  • In-depth understanding of PySpark, Python, SQL, and Databricks Delta and Delta Live Tables with Unity Catalog (preferred)
  • Insurance Industry knowledge preferred.
  • QA best practices and methodologies to design, implement, and automate processes.
  • Knowledge on SQL & PySpark (Mandatory)
  • Experience extracting and manipulating data from relational databases with advanced SQL, HIVE, Python/PySpark.
  • Proficiency in design and test bed creation to support various test cases and accounts for variety and volume of test data.
  • Test strategy development experience and demonstrate knowledge in the key areas of managing timelines and dependencies across multiple tests in an agile environment.
  • The entire software development life cycle and test cycles (unit, Regression, Functional, Systems, stress& scale, smoke and sanity)
  • Strong knowledge of design principles, color proposition, and typography.
  • 3-6yrs years experience in data engineering, preferably in data lake/data Lakehouse design-based platforms
  • Outstanding written and verbal communication skills
  • Able to work in a fast-paced, continuously evolving environment and ready to take uphill challenges.
  • Able to understand cross-cultural differences and can work with clients across the globe.
  • Self-motivated, works well independently and with others.
  • Using metrics-driven approach and closed-loop feedback to improve software deliverables and improve the predictability and reliability of releases.

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