Data QA Engineer

Whiteblue; Chennai District; On-site; INR 600,000 - 900,000; Full time

Job summary

A cloud services company is seeking a Data QA Analyst to validate regulatory data extracts and ensure compliance through effective data quality and ETL testing. The ideal candidate will have a Bachelor's degree in a related field and possess over three years of experience in Data Quality or ETL Testing, with strong SQL skills, particularly in Snowflake. This role involves collaboration with compliance teams and requires attention to detail in a fast-paced environment.

Qualifications

• 3+ years of experience in Data Quality, Data QA, or ETL Testing.
• Strong hands-on experience with SQL, specifically in Snowflake.
• Experience validating regulatory or compliance data files.

Responsibilities

• Validate NCUA compliance extract files and ensure data accuracy.
• Design and execute SQL queries to confirm data consistency.
• Conduct root-cause analysis for data quality issues.
• Collaborate with teams to interpret regulatory requirements.

Skills

SQL

Data Quality

ETL Testing

Attention to detail

Education

Bachelor’s degree in Computer Science, Information Systems, Data Engineering

Tools

Snowflake

Data comparison tools

Job description

Data QA Analyst specializing in validating regulatory data extracts and ensuring compliance through Snowflake-based data quality and ETL testing.

Employment Type:

Full Time

Timing:

3:00 AM to 12 Noon PST

Work Mode:

NA

Experience:

3-5 years

Location:

Key Responsibilities:

Validate NCUA compliance extract files (e.g. regulatory data submissions, or NCUA‑mandated extracts).

Design and execute SQL queries in Snowflake to confirm data consistency, completeness, and accuracy.

Validate data transformations, mappings, and business rules across source systems and downstream layers.

Conduct root‑cause analysis for data quality issues and work with engineering teams to resolve defects.

Perform regression, functional, and end‑to‑end data validation for new releases.

Regulatory & Compliance Support:

Ensure extract files meet NCUA schema, formats, threshold checks, and validation criteria.

Collaborate with compliance, risk, and data governance teams to interpret NCUA requirements into testable validation logic.

Document test cases aligned with regulatory specifications and audit standards.

Partner with data engineering teams to review data models, mapping documents, and ETL logic.

Create, maintain, and standardize QA documentation, including test plans, test scripts, and defect logs.

Communicate QA findings, data issues, and risks to technical and business stakeholders.

Required Skills & Qualifications:

Bachelor’s degree in Computer Science, Information Systems, Data Engineering, or related field.

3+ years of experience in Data Quality, Data QA, or ETL Testing.

Strong hands‑on experience with SQL, specifically in Snowflake.

Experience validating regulatory or compliance data files—preferably NCUA, financial regulatory filings, or call report datasets.

Solid understanding of ETL pipelines, data warehousing concepts, and data validation methodologies.

Experience with data comparison tools, QA frameworks, and automation scripting.

Strong attention to detail and ability to work in a fast‑paced environment.

Preferred Qualifications:

Experience with credit union, banking, or financial services datasets.

Familiarity with data governance principles (DQ rules, lineage, profiling).

Knowledge of Snowflake performance tuning and optimization.

Experience with test automation tools or building automated SQL validation scripts.

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