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Senior Data Qa Engineer Etl Testing, Data Validation Bengaluru

Innova ESI · Bangalore

📅 13/08/2026
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Role: Senior Quality Engineer - ETL Testing, Data Quality Testing, and Test Automation 7+ years Summary: We are seeking a highly technical QE Tester to lead quality assurance for our data-driven ecosystem Core Responsibilities End-to-End Data Validation: Lead testing for complex data pipelines, ensuring integrity from source systems through the Medallion Architecture (Bronze, Silver, Gold layers). Advanced SQL Testing: Write sophisticated queries to validate complex transformations, including advanced joins, window functions, and SCD (SCD1 vs SCD2) logic. LLM & Agentic Evaluation: Develop and execute frameworks to detect LLM hallucinations, bias, and non-deterministic output inconsistencies. Performance & Governance: Conduct stress testing on AI agents, monitor token costs, and validate guardrails to ensure protected and cost-effective AI operations. Cooperative Quality: Partner with Data Engineers and AI Researchers to define "Golden Datasets" and establish business-rule validation criteria. Technical Requirements Data Engineering Validation: Advanced SQL: Expertise in complex analytical queries, window functions, and validating Slowly Changing Dimensions (SCD). Warehousing Fundamentals: Deep understanding of Fact vs Dimension validation and Source-to-Target (STT) reconciliation. Pipeline Integrity: Proven experience with Incremental vs Full Load testing, row count reconciliation, and data completeness checks. Data Quality (DQ): Ability to design automated DQ checks, data profiling, and validation of business-specific transformation rules. API Testing: Proficient in validating RESTful APIs and alternative integration patterns. LLM & Generative AI Validation: Prompt Engineering: Validating system prompts, user prompts, and few-shot learning impacts on model behavior. Hallucination & Bias Detection: Implementing techniques to identify factual inaccuracies and social biases in model responses. Model Parameters: Testing the impact of Temperature, Top-P, and Conte .
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